├── README.md ├── deepwalk_space.ipynb └── space_data.tsv /README.md: -------------------------------------------------------------------------------- 1 | # DeepWalk 2 | Learn Node Embeddings from Graphs using DeepWalk algorithm. Read associated blog [here](https://www.analyticsvidhya.com/blog/2019/11/graph-feature-extraction-deepwalk/). 3 | -------------------------------------------------------------------------------- /deepwalk_space.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 148, 6 | "metadata": {}, 7 | "outputs": [], 8 | "source": [ 9 | "import networkx as nx\n", 10 | "import pandas as pd\n", 11 | "import numpy as np\n", 12 | "import random\n", 13 | "from tqdm import tqdm\n", 14 | "from sklearn.decomposition import PCA\n", 15 | "\n", 16 | "import matplotlib.pyplot as plt\n", 17 | "%matplotlib inline" 18 | ] 19 | }, 20 | { 21 | "cell_type": "markdown", 22 | "metadata": {}, 23 | "source": [ 24 | "You can get the dataset from https://densitydesign.github.io/strumentalia-seealsology/\n", 25 | "\n", 26 | "__Steps to download:__\n", 27 | "\n", 28 | "a) Enter the following links:\n", 29 | "\n", 30 | "https://en.wikipedia.org/wiki/Space_research\n", 31 | "\n", 32 | "https://en.wikipedia.org/wiki/Space_Race\n", 33 | "\n", 34 | "https://en.wikipedia.org/wiki/Space_exploration\n", 35 | "\n", 36 | "b) Download the TSV file." 37 | ] 38 | }, 39 | { 40 | "cell_type": "code", 41 | "execution_count": 3, 42 | "metadata": {}, 43 | "outputs": [], 44 | "source": [ 45 | "df = pd.read_csv(\"space_data.tsv\", sep = \"\\t\")" 46 | ] 47 | }, 48 | { 49 | "cell_type": "code", 50 | "execution_count": 5, 51 | "metadata": {}, 52 | "outputs": [ 53 | { 54 | "data": { 55 | "text/html": [ 56 | "
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sourcetargetdepth
0space explorationdiscovery and exploration of the solar system1
1space explorationin-space propulsion technologies1
2space explorationrobotic spacecraft1
3space explorationtimeline of planetary exploration1
4space explorationlandings on other planets1
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" 113 | ], 114 | "text/plain": [ 115 | " source target depth\n", 116 | "0 space exploration discovery and exploration of the solar system 1\n", 117 | "1 space exploration in-space propulsion technologies 1\n", 118 | "2 space exploration robotic spacecraft 1\n", 119 | "3 space exploration timeline of planetary exploration 1\n", 120 | "4 space exploration landings on other planets 1" 121 | ] 122 | }, 123 | "execution_count": 5, 124 | "metadata": {}, 125 | "output_type": "execute_result" 126 | } 127 | ], 128 | "source": [ 129 | "df.head()" 130 | ] 131 | }, 132 | { 133 | "cell_type": "code", 134 | "execution_count": 6, 135 | "metadata": {}, 136 | "outputs": [ 137 | { 138 | "data": { 139 | "text/plain": [ 140 | "(3328, 3)" 141 | ] 142 | }, 143 | "execution_count": 6, 144 | "metadata": {}, 145 | "output_type": "execute_result" 146 | } 147 | ], 148 | "source": [ 149 | "df.shape" 150 | ] 151 | }, 152 | { 153 | "cell_type": "code", 154 | "execution_count": null, 155 | "metadata": {}, 156 | "outputs": [], 157 | "source": [ 158 | "# construct an undirected graph\n", 159 | "G=nx.from_pandas_edgelist(df, \"source\", \"target\", edge_attr=True, create_using=nx.Graph())" 160 | ] 161 | }, 162 | { 163 | "cell_type": "code", 164 | "execution_count": 50, 165 | "metadata": {}, 166 | "outputs": [ 167 | { 168 | "data": { 169 | "text/plain": [ 170 | "2088" 171 | ] 172 | }, 173 | "execution_count": 50, 174 | "metadata": {}, 175 | "output_type": "execute_result" 176 | } 177 | ], 178 | "source": [ 179 | "len(G) # number of nodes" 180 | ] 181 | }, 182 | { 183 | "cell_type": "code", 184 | "execution_count": 139, 185 | "metadata": {}, 186 | "outputs": [], 187 | "source": [ 188 | "# function to generate random walk sequences of nodes\n", 189 | "def get_randomwalk(node, path_length):\n", 190 | " \n", 191 | " random_walk = [node]\n", 192 | " \n", 193 | " for i in range(path_length-1):\n", 194 | " temp = list(G.neighbors(node))\n", 195 | " temp = list(set(temp) - set(random_walk)) \n", 196 | " if len(temp) == 0:\n", 197 | " break\n", 198 | "\n", 199 | " random_node = random.choice(temp)\n", 200 | " random_walk.append(random_node)\n", 201 | " node = random_node\n", 202 | " \n", 203 | " return random_walk" 204 | ] 205 | }, 206 | { 207 | "cell_type": "code", 208 | "execution_count": 141, 209 | "metadata": {}, 210 | "outputs": [ 211 | { 212 | "data": { 213 | "text/plain": [ 214 | "['space exploration',\n", 215 | " 'atmospheric reentry',\n", 216 | " 'mars pathfinder',\n", 217 | " 'scientific information from the mars exploration rover mission',\n", 218 | " 'opportunity rover',\n", 219 | " 'spirit rover',\n", 220 | " 'aeolis quadrangle',\n", 221 | " 'mars science laboratory',\n", 222 | " 'mars 2020',\n", 223 | " 'exomars']" 224 | ] 225 | }, 226 | "execution_count": 141, 227 | "metadata": {}, 228 | "output_type": "execute_result" 229 | } 230 | ], 231 | "source": [ 232 | "get_randomwalk('space exploration', 10)" 233 | ] 234 | }, 235 | { 236 | "cell_type": "code", 237 | "execution_count": 149, 238 | "metadata": {}, 239 | "outputs": [ 240 | { 241 | "name": "stderr", 242 | "output_type": "stream", 243 | "text": [ 244 | "100%|██████████| 2088/2088 [00:00<00:00, 7717.75it/s]\n" 245 | ] 246 | } 247 | ], 248 | "source": [ 249 | "all_nodes = list(G.nodes())\n", 250 | "\n", 251 | "random_walks = []\n", 252 | "\n", 253 | "for n in tqdm(all_nodes):\n", 254 | " for i in range(5):\n", 255 | " random_walks.append(get_randomwalk(n,10))" 256 | ] 257 | }, 258 | { 259 | "cell_type": "code", 260 | "execution_count": 151, 261 | "metadata": {}, 262 | "outputs": [ 263 | { 264 | "data": { 265 | "text/plain": [ 266 | "10440" 267 | ] 268 | }, 269 | "execution_count": 151, 270 | "metadata": {}, 271 | "output_type": "execute_result" 272 | } 273 | ], 274 | "source": [ 275 | "# count of sequences\n", 276 | "len(random_walks)" 277 | ] 278 | }, 279 | { 280 | "cell_type": "code", 281 | "execution_count": 152, 282 | "metadata": {}, 283 | "outputs": [], 284 | "source": [ 285 | "from gensim.models import Word2Vec\n", 286 | "\n", 287 | "import warnings\n", 288 | "warnings.filterwarnings('ignore')" 289 | ] 290 | }, 291 | { 292 | "cell_type": "code", 293 | "execution_count": 207, 294 | "metadata": {}, 295 | "outputs": [], 296 | "source": [ 297 | "# train word2vec model\n", 298 | "model = Word2Vec(window = 4, sg = 1, hs = 0,\n", 299 | " negative = 10, # for negative sampling\n", 300 | " alpha=0.03, min_alpha=0.0007,\n", 301 | " seed = 14)\n", 302 | "\n", 303 | "model.build_vocab(random_walks, progress_per=2)" 304 | ] 305 | }, 306 | { 307 | "cell_type": "code", 308 | "execution_count": 208, 309 | "metadata": {}, 310 | "outputs": [ 311 | { 312 | "data": { 313 | "text/plain": [ 314 | "(982438, 1015840)" 315 | ] 316 | }, 317 | "execution_count": 208, 318 | "metadata": {}, 319 | "output_type": "execute_result" 320 | } 321 | ], 322 | "source": [ 323 | "model.train(random_walks, total_examples = model.corpus_count, epochs=20, report_delay=1)" 324 | ] 325 | }, 326 | { 327 | "cell_type": "code", 328 | "execution_count": 209, 329 | "metadata": {}, 330 | "outputs": [ 331 | { 332 | "name": "stdout", 333 | "output_type": "stream", 334 | "text": [ 335 | "Word2Vec(vocab=2088, size=100, alpha=0.03)\n" 336 | ] 337 | } 338 | ], 339 | "source": [ 340 | "print(model)" 341 | ] 342 | }, 343 | { 344 | "cell_type": "code", 345 | "execution_count": 227, 346 | "metadata": {}, 347 | "outputs": [ 348 | { 349 | "data": { 350 | "text/plain": [ 351 | "[('reduced-gravity aircraft', 0.9756266474723816),\n", 352 | " ('micro-g environment', 0.9612352252006531),\n", 353 | " ('spaceflight osteopenia', 0.8710659742355347),\n", 354 | " ('microgravity university', 0.8698078393936157),\n", 355 | " ('space flight participant', 0.8578461408615112),\n", 356 | " ('space adaptation syndrome', 0.8436012268066406),\n", 357 | " ('space tourism society', 0.8100888729095459),\n", 358 | " ('lagrange point colonization', 0.7876768112182617),\n", 359 | " ('stanford torus', 0.7843056321144104),\n", 360 | " ('lists of space programs', 0.7734896540641785)]" 361 | ] 362 | }, 363 | "execution_count": 227, 364 | "metadata": {}, 365 | "output_type": "execute_result" 366 | } 367 | ], 368 | "source": [ 369 | "# find top n similar nodes\n", 370 | "model.similar_by_word('astronaut training')" 371 | ] 372 | }, 373 | { 374 | "cell_type": "code", 375 | "execution_count": 228, 376 | "metadata": {}, 377 | "outputs": [], 378 | "source": [ 379 | "terms = ['lunar escape systems','soviet moonshot', 'soyuz 7k-l1', 'moon landing',\n", 380 | " 'space food', 'food systems on space exploration missions', 'meal, ready-to-eat',\n", 381 | " 'space law', 'metalaw', 'moon treaty', 'legal aspects of computing',\n", 382 | " 'astronaut training', 'reduced-gravity aircraft', 'space adaptation syndrome', 'micro-g environment']" 383 | ] 384 | }, 385 | { 386 | "cell_type": "code", 387 | "execution_count": 233, 388 | "metadata": {}, 389 | "outputs": [], 390 | "source": [ 391 | "def plot_nodes(word_list):\n", 392 | " X = model[word_list]\n", 393 | " \n", 394 | " # reduce dimensions to 2\n", 395 | " pca = PCA(n_components=2)\n", 396 | " result = pca.fit_transform(X)\n", 397 | " \n", 398 | " \n", 399 | " plt.figure(figsize=(12,9))\n", 400 | " # create a scatter plot of the projection\n", 401 | " plt.scatter(result[:, 0], result[:, 1])\n", 402 | " for i, word in enumerate(word_list):\n", 403 | " plt.annotate(word, xy=(result[i, 0], result[i, 1]))\n", 404 | " \n", 405 | " plt.show()" 406 | ] 407 | }, 408 | { 409 | "cell_type": "code", 410 | "execution_count": 234, 411 | "metadata": {}, 412 | "outputs": [ 413 | { 414 | "data": { 415 | "image/png": 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series 3 525 | control engineering process control system 3 526 | control engineering robotic control 3 527 | control engineering mechatronics 3 528 | batteries in space solar panels on spacecraft 3 529 | batteries in space nuclear power in space 3 530 | planetarium antikythera mechanism 3 531 | planetarium armillary sphere 3 532 | planetarium astrarium 3 533 | planetarium astrolabe 3 534 | planetarium astronomical clock 3 535 | planetarium fulldome 3 536 | planetarium observatory 3 537 | planetarium orrery 3 538 | planetarium planetarium projector 3 539 | planetarium prague astronomical clock 3 540 | planetarium torquetum 3 541 | planetarium celestial cartography 3 542 | planetarium space-themed music 3 543 | centennial challenges spacecraft 3 544 | centennial challenges atmospheric reentry 3 545 | centennial challenges moon 3 546 | centennial challenges lander (spacecraft) 3 547 | centennial challenges mars 3 548 | centennial challenges asteroid 3 549 | centennial challenges 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3 655 | interstellar probe local interstellar cloud 3 656 | interstellar probe local bubble 3 657 | interstellar probe astronomical unit 3 658 | interstellar probe interplanetary spaceflight 3 659 | interstellar probe interstellar travel 3 660 | interstellar probe intergalactic travel 3 661 | spacefaring aerial landscape art 2 662 | spacefaring human mission to mars 2 663 | spacefaring newspace 2 664 | spacefaring orbiter (simulator) 2 665 | spacefaring space and survival 2 666 | spacefaring space advocacy 2 667 | spacefaring space colonization 2 668 | spacefaring space logistics 2 669 | spacefaring spacecraft propulsion 2 670 | spacefaring timeline of artificial satellites and space probes 2 671 | spacefaring timeline of solar system exploration 2 672 | spacefaring soviet space exploration history on soviet stamps 2 673 | spacefaring u.s. space exploration history on u.s. stamps 2 674 | spacefaring kardashev scale 2 675 | manned spaceflight crewed mars rover 3 676 | manned spaceflight 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aerospace valley 3 715 | french space program toulouse space center 3 716 | french space program musée aéronautique et spatial safran 3 717 | french space program cannes mandelieu space center 3 718 | french space program bureau des longitudes 3 719 | orbit ephemeris 3 720 | orbit free drift 3 721 | orbit klemperer rosette 3 722 | orbit molniya orbit 3 723 | orbit orbit determination 3 724 | orbit orbital spaceflight 3 725 | orbit perifocal coordinate system 3 726 | orbit polar orbit 3 727 | orbit radial trajectory 3 728 | orbit rosetta (orbit) 3 729 | orbit vsop (planets) 3 730 | militarization of space project a119 3 731 | militarization of space fractional orbital bombardment 3 732 | militarization of space gravity tractor 3 733 | militarization of space kinetic bombardment 3 734 | militarization of space vryan 3 735 | militarization of space anti-satellite weapon 3 736 | militarization of space satellite 3 737 | militarization of space gps 3 738 | militarization of space spy 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3 874 | energy development energy policy of russia 3 875 | energy development energy policy of brazil 3 876 | energy development energy policy of canada 3 877 | energy development energy policy of the soviet union 3 878 | energy development energy industry liberalization and privatization (thailand) 3 879 | energy development seasonal thermal energy storage 3 880 | energy development interseasonal thermal energy storage 3 881 | energy development geomagnetically induced current 3 882 | energy development energy harvesting 3 883 | energy development raw material 3 884 | energy development biomaterial 3 885 | energy development commodity 3 886 | energy development materials science 3 887 | energy development recycling 3 888 | energy development upcycling 3 889 | energy development downcycling 3 890 | energy development thorium-based nuclear power 3 891 | energy development ocean thermal energy conversion 3 892 | energy development growth of photovoltaics 3 893 | artemis program 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museum of jurassic technology 3 996 | russian space dogs laika 3 997 | russian space dogs sputnik program 3 998 | russian space dogs voskhod program 3 999 | monkeys in space laika 3 1000 | monkeys in space soviet space dogs 3 1001 | monkeys in space ham (chimpanzee) 3 1002 | monkeys in space animals in space 3 1003 | monkeys in space space exploration 3 1004 | monkeys in space alice king chatham 3 1005 | monkeys in space captain simian & the space monkeys 3 1006 | monkeys in space space chimps 3 1007 | monkeys in space one small step: the story of the space chimps 3 1008 | animals in space bioastronautics 3 1009 | animals in space félicette 3 1010 | animals in space model organism 3 1011 | animals in space monkeys and apes in space 3 1012 | animals in space plants in space 3 1013 | animals in space soviet space dogs 3 1014 | animals in space timeline of solar system exploration 3 1015 | animals in space alice king chatham 3 1016 | astrobotic technology exploration of mars 3 1017 | astrobotic technology exploration of the moon 3 1018 | astrobotic technology lunar rover 3 1019 | chinese lunar exploration program chinese space program 3 1020 | chinese lunar exploration program robotic exploration of the moon 3 1021 | mars orbiter mission department of space 3 1022 | mars orbiter mission exomars trace gas orbiter 3 1023 | mars orbiter mission mars express 3 1024 | chandrayaan-1 exploration of the moon 3 1025 | chandrayaan-1 gaganyaan 3 1026 | chandrayaan-1 lunar water 3 1027 | phobos program exploration of mars 3 1028 | phobos program space exploration 3 1029 | vega program pioneer venus orbiter 3 1030 | vega program venera program 3 1031 | voyager program family portrait (voyager) 3 1032 | voyager program interstellar probe 3 1033 | voyager program pioneer program 3 1034 | voyager program planetary grand tour 3 1035 | voyager program timeline of solar system exploration 3 1036 | surveyor program atlas (rocket family) 3 1037 | surveyor program luna programme 3 1038 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3 1061 | pioneer program mariner program 3 1062 | pioneer program pioneer anomaly 3 1063 | pioneer program ranger program 3 1064 | pioneer program surveyor program 3 1065 | pioneer program timeline of solar system exploration 3 1066 | pioneer program voyager program 3 1067 | landings on other planets deliberate crash landings on extraterrestrial bodies 3 1068 | timeline of planetary exploration discovery and exploration of the solar system 3 1069 | timeline of planetary exploration new frontiers program 3 1070 | timeline of planetary exploration out of the cradle (book) 3 1071 | timeline of planetary exploration space race 3 1072 | timeline of planetary exploration timeline of artificial satellites and space probes 3 1073 | timeline of planetary exploration timeline of discovery of solar system planets and their moons 3 1074 | timeline of planetary exploration timeline of first orbital launches by country 3 1075 | timeline of planetary exploration timeline of space travel by 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union 3 1708 | european space agency space policy of the european union 3 1709 | european space agency european union agency for the space programme 3 1710 | european space agency directorate-general for defence industry and space 3 1711 | european space agency enhanced co-operation 3 1712 | cnes french space program 3 1713 | cnes indian space research organisation 3 1714 | françois arago the works of antonin mercié 3 1715 | françois arago history of the metre 3 1716 | françois arago seconds pendulum 3 1717 | augustin-jean fresnel birefringence 3 1718 | augustin-jean fresnel circular polarization 3 1719 | augustin-jean fresnel diffraction 3 1720 | augustin-jean fresnel elliptical polarization 3 1721 | augustin-jean fresnel fresnel (unit of frequency) 3 1722 | augustin-jean fresnel fresnel–arago laws 3 1723 | augustin-jean fresnel fresnel equations 3 1724 | augustin-jean fresnel fresnel imager 3 1725 | augustin-jean fresnel fresnel integral 3 1726 | augustin-jean fresnel fresnel lantern 3 1727 | augustin-jean fresnel fresnel lens 3 1728 | augustin-jean fresnel fresnel number 3 1729 | augustin-jean fresnel fresnel rhomb 3 1730 | augustin-jean fresnel fresnel zone 3 1731 | augustin-jean fresnel fresnel zone antenna 3 1732 | augustin-jean fresnel zone plate 3 1733 | augustin-jean fresnel huygens–fresnel principle 3 1734 | augustin-jean fresnel linear polarization 3 1735 | augustin-jean fresnel optical rotation 3 1736 | augustin-jean fresnel phasor 3 1737 | augustin-jean fresnel physical optics 3 1738 | augustin-jean fresnel arago spot 3 1739 | augustin-jean fresnel polarization (waves) 3 1740 | augustin-jean fresnel ridged mirror 3 1741 | pierre-simon laplace history of the metre 3 1742 | pierre-simon laplace laplace–bayes estimator 3 1743 | pierre-simon laplace ratio estimator 3 1744 | pierre-simon laplace seconds pendulum 3 1745 | joseph louis lagrange history of the metre 3 1746 | joseph louis lagrange seconds pendulum 3 1747 | pedro paulet konstantin tsiolkovsky 3 1748 | pedro paulet robert h. goddard 3 1749 | pedro paulet spacecraft propulsion 3 1750 | astronomy and religion astronomy and christianity 3 1751 | astronomy and religion relationship between religion and science 3 1752 | astronomy and religion history of astronomy 3 1753 | astronomy and religion hebrew astronomy 3 1754 | astronomy and religion astronomy in the medieval islamic world 3 1755 | x-ray astronomy satellite x-ray telescope 3 1756 | x-ray astronomy satellite balloons for x-ray astronomy 3 1757 | timeline of telescopes, observatories, and observing technology timeline of telescope technology 3 1758 | timeline of telescopes, observatories, and observing technology extremely large telescope 3 1759 | observatory equatorial room 3 1760 | observatory fundamental station 3 1761 | observatory ground station 3 1762 | observatory observatory street 3 1763 | observatory science tourism 3 1764 | observatory space telescope 3 1765 | observatory telescope 3 1766 | observatory timeline of 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extraterrestrial sample curation biocontainment 3 1783 | extraterrestrial sample curation biological hazard 3 1784 | extraterrestrial sample curation mars sample-return mission 3 1785 | extraterrestrial sample curation planetary geology 3 1786 | extraterrestrial sample curation safety engineering 3 1787 | extraterrestrial sample curation select agent 3 1788 | exploration of the moon colonization of the moon 3 1789 | exploration of the moon international lunar exploration working group 3 1790 | exploration of the moon lunar resources 3 1791 | exploration of the moon moon landing 3 1792 | exploration of the moon timeline of solar system exploration 3 1793 | asteroid mining asteroid capture 3 1794 | asteroid mining asteroid redirect mission 3 1795 | asteroid mining deep space industries 3 1796 | asteroid mining in situ resource utilization 3 1797 | asteroid mining lunar resources 3 1798 | asteroid mining mining the sky: untold riches from the asteroids, comets, and planets 3 1799 | asteroid mining near earth asteroid prospector 3 1800 | asteroid mining planetary resources 3 1801 | asteroid mining sample-return mission 3 1802 | asteroid mining space manufacturing 3 1803 | asteroid mining space-based economy 3 1804 | asteroid mining spacedev 3 1805 | asteroid mining world is not enough (spacecraft propulsion) 3 1806 | space habitat human outpost 3 1807 | space habitat locomotion in space 3 1808 | space habitat space stations and habitats in fiction 3 1809 | space habitat spaceflight 3 1810 | planetary habitability astrobotany 3 1811 | planetary habitability circumstellar habitable zone 3 1812 | planetary habitability class m planet 3 1813 | planetary habitability darwin (spacecraft) 3 1814 | planetary habitability earth analog 3 1815 | planetary habitability exoplanet 3 1816 | planetary habitability exoplanetology 3 1817 | planetary habitability extraterrestrial liquid water 3 1818 | planetary habitability habitability of natural satellites 3 1819 | planetary habitability habitable planets for man 3 1820 | planetary habitability neocatastrophism 3 1821 | planetary habitability rare earth hypothesis 3 1822 | planetary habitability space colonization 3 1823 | planetary habitability superhabitable planet 3 1824 | planetary habitability terraforming 3 1825 | human extinction antinatalism 3 1826 | human extinction deep ecology 3 1827 | human extinction doomsday argument 3 1828 | human extinction ecocide 3 1829 | human extinction end time 3 1830 | human extinction extinction event 3 1831 | human extinction extinction rebellion 3 1832 | human extinction global catastrophic risks 3 1833 | human extinction great filter 3 1834 | human extinction holocene extinction 3 1835 | human extinction life after people 3 1836 | human extinction mutual assured destruction 3 1837 | human extinction nuclear holocaust 3 1838 | human extinction space and survival 3 1839 | human extinction toba catastrophe theory 3 1840 | human extinction voluntary human extinction movement 3 1841 | global catastrophic risks apocalyptic and post-apocalyptic fiction 3 1842 | global catastrophic risks artificial intelligence arms race 3 1843 | global catastrophic risks cataclysmic pole shift hypothesis 3 1844 | global catastrophic risks community resilience 3 1845 | global catastrophic risks degeneration 3 1846 | global catastrophic risks doomsday clock 3 1847 | global catastrophic risks eschatology 3 1848 | global catastrophic risks extreme risk 3 1849 | global catastrophic risks fermi paradox 3 1850 | global catastrophic risks foresight (psychology) 3 1851 | global catastrophic risks future of the earth 3 1852 | global catastrophic risks future of the solar system 3 1853 | global catastrophic risks global issue 3 1854 | global catastrophic risks global risks report 3 1855 | global catastrophic risks great filter 3 1856 | global catastrophic risks holocene extinction 3 1857 | global catastrophic risks human extinction 3 1858 | global catastrophic risks impact event 3 1859 | global catastrophic risks nuclear holocaust 3 1860 | global catastrophic risks outside context problem 3 1861 | global catastrophic risks planetary boundaries 3 1862 | global catastrophic risks rare events 3 1863 | global catastrophic risks survivalism 3 1864 | global catastrophic risks timeline of the far future 3 1865 | global catastrophic risks ultimate fate of the universe 3 1866 | global catastrophic risks the sixth extinction (book) 3 1867 | global catastrophic risks world scientists' warning to humanity 3 1868 | timeline of private spaceflight history of spaceflight 3 1869 | timeline of private spaceflight commercialization of space 3 1870 | commercial use of space commercial astronaut 3 1871 | commercial use of space private spaceflight 3 1872 | commercial use of space satellite internet access 3 1873 | commercial use of space space industry 3 1874 | commercial use of space space manufacturing 3 1875 | commercial use of space space-based industry 3 1876 | commercial use of space space debris 3 1877 | martian outpost astrobotany 3 1878 | martian outpost climate of mars 3 1879 | martian outpost colonization of the moon 3 1880 | martian outpost effect of spaceflight on the human body 3 1881 | martian outpost exploration of mars 3 1882 | martian outpost health threat from cosmic rays 3 1883 | martian outpost human mission to mars 3 1884 | martian outpost human outpost 3 1885 | martian outpost in situ resource utilization 3 1886 | martian outpost inspiration mars 3 1887 | martian outpost spacex mars transportation infrastructure 3 1888 | martian outpost life on mars 3 1889 | martian outpost mars analog habitat 3 1890 | martian outpost mars desert research station 3 1891 | martian outpost mars habitat 3 1892 | martian outpost mars race 3 1893 | martian outpost martian soil 3 1894 | martian outpost vision for space exploration 3 1895 | martian outpost newspace 3 1896 | martian outpost terraforming of mars 3 1897 | martian outpost the case for mars 3 1898 | martian outpost water on mars 3 1899 | lunar outpost (nasa) lunar architecture (nasa) 3 1900 | lunar outpost (nasa) exploration systems architecture study 3 1901 | lunar outpost (nasa) project constellation 3 1902 | lunar outpost (nasa) artemis program 3 1903 | lunar outpost (nasa) vision for space exploration 3 1904 | lunar outpost (nasa) shackleton energy company 3 1905 | lunar outpost (nasa) lunar reconnaissance orbiter 3 1906 | lunar outpost (nasa) colonization of the moon 3 1907 | uploaded astronaut mind uploading in fiction 3 1908 | uploaded astronaut age of em 3 1909 | uploaded astronaut brain initiative 3 1910 | uploaded astronaut brain transplant 3 1911 | uploaded astronaut brain-reading 3 1912 | uploaded astronaut cyborg 3 1913 | uploaded astronaut cylon (reimagining) 3 1914 | uploaded astronaut democratic transhumanism 3 1915 | uploaded astronaut human brain project 3 1916 | uploaded astronaut isolated brain 3 1917 | uploaded astronaut neuralink 3 1918 | uploaded astronaut posthumanization 3 1919 | uploaded astronaut robotoid 3 1920 | uploaded astronaut ship of theseus 3 1921 | uploaded astronaut simulation hypothesis 3 1922 | uploaded astronaut simulism 3 1923 | uploaded astronaut synthetic telepathy 3 1924 | uploaded astronaut turing test 3 1925 | uploaded astronaut the future of work and death 3 1926 | nuclear pulse propulsion antimatter-catalyzed nuclear pulse propulsion 3 1927 | nuclear pulse propulsion antimatter rocket 3 1928 | nuclear pulse propulsion aimstar 3 1929 | nuclear pulse propulsion electrically powered spacecraft propulsion 3 1930 | nuclear pulse propulsion ion thruster 3 1931 | nuclear pulse propulsion nuclear electric rocket 3 1932 | nuclear pulse propulsion nuclear power in space 3 1933 | nuclear pulse propulsion nuclear propulsion 3 1934 | nuclear pulse propulsion nuclear thermal rocket 3 1935 | nuclear pulse propulsion project pluto 3 1936 | nuclear pulse propulsion pulsed nuclear thermal rocket 3 1937 | nuclear pulse propulsion stellarator 3 1938 | interstellar travel in fiction faster-than-light 3 1939 | interstellar travel in fiction hyperspace (science fiction) 3 1940 | interstellar travel in fiction jump drive 3 1941 | interstellar travel in fiction starship 3 1942 | interstellar travel in fiction wormhole 3 1943 | interstellar communication interplanetary internet 3 1944 | interstellar communication universal translator 3 1945 | health threat from cosmic rays electromagnetic radiation and health 3 1946 | health threat from cosmic rays background radiation 3 1947 | health threat from cosmic rays effect of spaceflight on the human body 3 1948 | health threat from cosmic rays heliosphere 3 1949 | health threat from cosmic rays lagrange point colonization 3 1950 | health threat from cosmic rays magnetosphere 3 1951 | health threat from cosmic rays nasa space radiation laboratory 3 1952 | health threat from cosmic rays proton 3 1953 | health threat from cosmic rays solar flare 3 1954 | health threat from cosmic rays solar proton event 3 1955 | health threat from cosmic rays solar wind 3 1956 | health threat from cosmic rays space medicine 3 1957 | health threat from cosmic rays van allen belt 3 1958 | eugen sänger keldysh bomber 3 1959 | eugen sänger laser propulsion 3 1960 | eugen sänger silbervogel 3 1961 | eugen sänger spacecraft propulsion 3 1962 | the case for mars mars society 3 1963 | the case for mars colonization of mars 3 1964 | the case for mars manned mission to mars 3 1965 | the case for mars mars exploration 3 1966 | the case for mars mars one 3 1967 | the case for mars mars to stay 3 1968 | the case for mars inspiration mars 3 1969 | the case for mars the millennial project: colonizing the galaxy in eight easy steps 3 1970 | the case for mars space advocacy 3 1971 | the case for mars marshall savage 3 1972 | the case for mars mining the sky: untold riches from the asteroids, comets, and planets 3 1973 | the case for mars john s. lewis 3 1974 | the case for mars engines of creation 3 1975 | the case for mars molecular nanotechnology 3 1976 | the case for mars k. eric drexler 3 1977 | the case for mars the high frontier: human colonies in space 3 1978 | the case for mars gerard k. o'neill 3 1979 | terraforming of mars astrobotany 3 1980 | terraforming of mars colonization of mars 3 1981 | terraforming of mars human mission to mars 3 1982 | terraforming of mars mars habitat 3 1983 | terraforming of mars mars to stay 3 1984 | terraforming of mars terraforming of venus 3 1985 | mars one colonization of mars 3 1986 | mars one effect of spaceflight on the human body 3 1987 | mars one health threat from cosmic rays 3 1988 | mars one human spaceflight 3 1989 | mars one human mission to mars 3 1990 | mars one inspiration mars 3 1991 | mars one spacex mars transportation infrastructure 3 1992 | mars one mars-500 3 1993 | mars one mars to stay 3 1994 | mars one newspace 3 1995 | mars one private spaceflight 3 1996 | mars one space medicine 3 1997 | mars direct exploration of mars 3 1998 | mars direct inspiration mars 3 1999 | mars direct manned mission to mars 3 2000 | mars direct mars one 3 2001 | inspiration mars colonization of mars 3 2002 | inspiration mars deep space industries 3 2003 | inspiration mars effect of spaceflight on the human body 3 2004 | inspiration mars human mission to mars 3 2005 | inspiration mars mars direct 3 2006 | inspiration mars mars to stay 3 2007 | inspiration mars private spaceflight 3 2008 | inspiration mars the case for mars 3 2009 | in-situ resource utilization anthony zuppero 3 2010 | in-situ resource utilization asteroid mining 3 2011 | in-situ resource utilization david criswell 3 2012 | in-situ resource utilization direct reduced iron 3 2013 | in-situ resource utilization gerard k. o'neill 3 2014 | in-situ resource utilization human outpost 3 2015 | in-situ resource utilization lunar outpost (nasa) 3 2016 | in-situ resource utilization lunar resources 3 2017 | in-situ resource utilization lunar water 3 2018 | in-situ resource utilization lunarcrete 3 2019 | in-situ resource utilization mars design reference mission 3 2020 | in-situ resource utilization mars to stay 3 2021 | in-situ resource utilization planetary protection 3 2022 | in-situ resource utilization planetary surface construction 3 2023 | in-situ resource utilization propellant depot 3 2024 | in-situ resource utilization propulsive fluid accumulator 3 2025 | in-situ resource utilization shackleton energy company 3 2026 | in-situ resource utilization space architecture 3 2027 | in-situ resource utilization space colonization 3 2028 | in-situ resource utilization vision for space exploration 3 2029 | colonization of mars astrobotany 3 2030 | colonization of mars climate of mars 3 2031 | colonization of mars colonization of the moon 3 2032 | colonization of mars effect of spaceflight on the human body 3 2033 | colonization of mars exploration of mars 3 2034 | colonization of mars health threat from cosmic rays 3 2035 | colonization of mars human mission to mars 3 2036 | colonization of mars human outpost 3 2037 | colonization of mars in situ resource utilization 3 2038 | colonization of mars inspiration mars 3 2039 | colonization of mars spacex mars transportation infrastructure 3 2040 | colonization of mars life on mars 3 2041 | colonization of mars mars analog habitat 3 2042 | colonization of mars mars desert research station 3 2043 | colonization of mars mars habitat 3 2044 | colonization of mars mars race 3 2045 | colonization of mars martian soil 3 2046 | colonization of mars vision for space exploration 3 2047 | colonization of mars newspace 3 2048 | colonization of mars terraforming of mars 3 2049 | colonization of mars the case for mars 3 2050 | colonization of mars water on mars 3 2051 | interorbital systems private spaceflight 3 2052 | interorbital systems orbital spaceflight 3 2053 | interorbital systems sub-orbital spaceflight 3 2054 | interorbital systems otrag 3 2055 | interorbital systems otrag (rocket) 3 2056 | interorbital systems mojave air and space port 3 2057 | interorbital systems synergy moon 3 2058 | interorbital systems olav zipser 3 2059 | xcor aerospace rocket mail 3 2060 | xcor aerospace rocket racing league 3 2061 | xcor aerospace x prize cup 3 2062 | x prize foundation darpa grand challenge 3 2063 | x prize foundation elevator:2010 3 2064 | x prize foundation global security challenge 3 2065 | x prize foundation h-prize 3 2066 | x prize foundation inducement prize contest 3 2067 | x prize foundation l prize 3 2068 | x prize foundation methuselah prize 3 2069 | x prize foundation orteig prize 3 2070 | virgin galactic commercial astronaut 3 2071 | virgin galactic new mexico spaceport authority 3 2072 | virgin galactic newspace 3 2073 | virgin galactic x prize foundation 3 2074 | spacex colonization of mars 3 2075 | spacex human mission to mars 3 2076 | spacex newspace 3 2077 | spacex private spaceflight 3 2078 | spacex spacex mars transportation infrastructure 3 2079 | space frontier foundation newspace 3 2080 | space frontier foundation privatization 3 2081 | space frontier foundation space settlement 3 2082 | space adventures commercial astronaut 3 2083 | space adventures private spaceflight 3 2084 | rocketship tours commercial astronaut 3 2085 | rocketship tours space adventures 3 2086 | rocketship tours space colonization 3 2087 | rocketship tours space tourism 3 2088 | rocketship tours space tourism society 3 2089 | rocketship tours xcor aerospace 3 2090 | rocketplane kistler rocketplane global inc. 3 2091 | rocketplane kistler rocketplane xp 3 2092 | planetary resources asteroid mining 3 2093 | planetary resources deep space industries 3 2094 | planetary resources in-situ resource utilization 3 2095 | planetary resources mining the sky: untold riches from the asteroids, comets, and planets 3 2096 | planetary resources newspace 3 2097 | planetary resources propellant depot 3 2098 | planetary resources shackleton energy company 3 2099 | planetary resources space-based industry 3 2100 | planetary resources spacedev 3 2101 | planetary resources near earth asteroid prospector 3 2102 | planetary resources space manufacturing 3 2103 | planetary resources space mining 3 2104 | planetary resources space trade 3 2105 | planetary resources space technology 3 2106 | planetary resources inspiration mars 3 2107 | otrag otrag rocket 3 2108 | otrag pressure-fed engine (rocket) 3 2109 | orbital sciences corporation commercial resupply services 3 2110 | orbital sciences corporation newspace 3 2111 | orbital sciences corporation spacex 3 2112 | orbital sciences corporation space exploration 3 2113 | masten space systems artemis program 3 2114 | masten space systems armadillo aerospace 3 2115 | masten space systems blue origin 3 2116 | masten space systems commercial lunar payload services 3 2117 | masten space systems interorbital systems 3 2118 | masten space systems kankoh-maru 3 2119 | masten space systems lockheed martin x-33 3 2120 | masten space systems lunar lander challenge 3 2121 | masten space systems lunar catalyst 3 2122 | masten space systems mcdonnell douglas dc-x 3 2123 | masten space systems quad (rocket) 3 2124 | masten space systems reusable vehicle testing 3 2125 | masten space systems jaxa 3 2126 | masten space systems spacex 3 2127 | masten space systems venturestar 3 2128 | masten space systems zarya (spacecraft) 3 2129 | l5 society home on lagrange (the l5 song) 3 2130 | inspiration mars foundation colonization of mars 3 2131 | inspiration mars foundation deep space industries 3 2132 | inspiration mars foundation effect of spaceflight on the human body 3 2133 | inspiration mars foundation human mission to mars 3 2134 | inspiration mars foundation mars direct 3 2135 | inspiration mars foundation mars to stay 3 2136 | inspiration mars foundation private spaceflight 3 2137 | inspiration mars foundation the case for mars 3 2138 | heinlein prize for advances in space commercialization private spaceflight 3 2139 | garvey spacecraft space industry 3 2140 | garvey spacecraft billionaire space race 3 2141 | garvey spacecraft commercial use of space 3 2142 | garvey spacecraft space launch market competition 3 2143 | garvey spacecraft timeline of private spaceflight 3 2144 | commercial spaceflight federation newspace 3 2145 | blue origin armadillo aerospace 3 2146 | blue origin blue origin landing platform ship 3 2147 | blue origin interorbital systems 3 2148 | blue origin kankoh-maru 3 2149 | blue origin lockheed martin x-33 3 2150 | blue origin lunar lander challenge 3 2151 | blue origin masten space systems 3 2152 | blue origin mcdonnell douglas dc-x 3 2153 | blue origin newspace 3 2154 | blue origin quad (rocket) 3 2155 | blue origin reusable vehicle testing 3 2156 | blue origin jaxa 3 2157 | blue origin spacex reusable launch system development program 3 2158 | blue origin venturestar 3 2159 | blue origin zarya (spacecraft) 3 2160 | armadillo aerospace alt.space 3 2161 | armadillo aerospace newspace 3 2162 | armadillo aerospace space fellowship 3 2163 | armadillo aerospace reusable vehicle testing 3 2164 | armadillo aerospace commercial spaceflight federation 3 2165 | armadillo aerospace blue origin 3 2166 | armadillo aerospace blue origin new shepard 3 2167 | armadillo aerospace mcdonnell douglas dc-x 3 2168 | armadillo aerospace lockheed martin x-33 3 2169 | armadillo aerospace venturestar 3 2170 | armadillo aerospace masten space systems 3 2171 | armadillo aerospace interorbital systems 3 2172 | armadillo aerospace quad (rocket) 3 2173 | armadillo aerospace zarya (spacecraft) 3 2174 | armadillo aerospace kankoh-maru 3 2175 | armadillo aerospace lunar lander challenge 3 2176 | arcaspace arcaboard 3 2177 | arcaspace romanian space agency 3 2178 | arcaspace rockoon 3 2179 | underground city rock-cut architecture 3 2180 | underground city subterranea (geography) 3 2181 | underground city underground living 3 2182 | 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3 2396 | energy policy of the european union chp directive 3 2397 | energy policy of the european union green paper 3 2398 | energy policy of the european union directorate-general for energy 3 2399 | energy policy of the european union energy charter treaty 3 2400 | energy policy of the european union energy community 3 2401 | energy policy of the european union energy conservation 3 2402 | energy policy of the european union energy efficiency in europe (study) 3 2403 | energy policy of the european union energy in europe 3 2404 | energy policy of the european union eu energy efficiency directive 2012 3 2405 | energy policy of the european union european atomic forum 3 2406 | energy policy of the european union european climate change programme 3 2407 | energy policy of the european union european commissioner for energy 3 2408 | energy policy of the european union european countries by electricity consumption per person 3 2409 | energy policy of the european union european countries 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(india) 3 2424 | energy policy of india coal slurry pipeline 3 2425 | energy policy of india yarlung tsangpo grand canyon 3 2426 | energy policy of india negawatt power 3 2427 | energy policy of india water resources in india 3 2428 | energy policy of india indian rivers inter-link 3 2429 | energy policy of india bioeconomy 3 2430 | energy policy of india biomass to liquid 3 2431 | energy policy of india gas to liquid 3 2432 | energy policy of india coal to liquid 3 2433 | energy policy of india torrefaction 3 2434 | energy policy of india low-carbon economy 3 2435 | energy policy of india energy cannibalism 3 2436 | energy policy of india fossil fuel phase-out 3 2437 | energy policy of india renewable natural gas 3 2438 | energy policy of india algae fuel 3 2439 | energy policy of india solar power in india 3 2440 | energy policy of india wind power in india 3 2441 | energy policy of india renewable energy in india 3 2442 | energy policy of china climate change in china 3 2443 | energy policy of china china energy conservation investment corporation 3 2444 | energy policy of china environment of china 3 2445 | energy policy of china electricity sector in china 3 2446 | energy policy of china low-carbon economy 3 2447 | energy policy of china peak oil 3 2448 | energy policy of china pollution in china 3 2449 | energy policy of china renewable energy in china 3 2450 | energy policy of china wind power in china 3 2451 | energy policy of china solar power in china 3 2452 | energy policy of china nuclear power in china 3 2453 | energy policy of china economics of nuclear power plants 3 2454 | energy policy of china world energy consumption 3 2455 | energy policy of the united states united states hydrogen policy 3 2456 | energy policy of the united states 2000s energy crisis 3 2457 | energy policy of the united states carbon tax 3 2458 | energy policy of the united states carter doctrine 3 2459 | energy policy of the united states climate change policy of the united states 3 2460 | energy policy of the united states economics of new nuclear power plants 3 2461 | energy policy of the united states electricity sector of the united states 3 2462 | energy policy of the united states emissions trading 3 2463 | energy policy of the united states energy and american society: thirteen myths 3 2464 | energy policy of the united states energy in the united states 3 2465 | energy policy of the united states energy law 3 2466 | energy policy of the united states energy policy of the obama administration 3 2467 | energy policy of the united states energy policy of the soviet union 3 2468 | energy policy of the united states united states house select committee on energy independence and global warming 3 2469 | energy policy of the united states united states secretary of energy 3 2470 | energy policy of the united states world energy consumption 3 2471 | energy policy energy: world resources and consumption 3 2472 | energy policy energy economics 3 2473 | energy policy energy and society 3 2474 | energy policy energy law 3 2475 | energy policy energie-cités 3 2476 | energy policy environmental policy 3 2477 | energy policy nuclear energy policy 3 2478 | energy policy oil shockwave 3 2479 | energy policy relp renewable energy law and policy review 3 2480 | energy policy renewable energy policy 3 2481 | energy policy world forum on energy regulation 3 2482 | observations and explorations of venus aspects of venus 3 2483 | observations and explorations of venus manned venus flyby 3 2484 | mars society byu mars rover 3 2485 | mars society colonization of mars 3 2486 | mars society flag of mars 3 2487 | mars society flashline mars arctic research station 3 2488 | mars society inspiration mars 3 2489 | mars society mars-500 3 2490 | mars society mars analog habitat 3 2491 | mars society mars desert research station 3 2492 | mars society mars to stay 3 2493 | mars society moon society 3 2494 | mars society newspace 3 2495 | mars society 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splashdown (spacecraft landing) water landing 3 2932 | space chimps space chimps 2: zartog strikes back 3 2933 | space chimps space chimps (video game) 3 2934 | ham (chimpanzee) animals in space 3 2935 | ham (chimpanzee) enos (chimpanzee) 3 2936 | ham (chimpanzee) félicette 3 2937 | ham (chimpanzee) monkeys and apes in space 3 2938 | ham (chimpanzee) yuri gagarin 3 2939 | ham (chimpanzee) one small step: the story of the space chimps 3 2940 | soviet space dogs animals in space 3 2941 | soviet space dogs cosmo (comics) 3 2942 | soviet space dogs félicette 3 2943 | soviet space dogs monkeys and non-human apes in space 3 2944 | soviet space dogs museum of jurassic technology 3 2945 | soviet space dogs laika 3 2946 | soviet space dogs sputnik program 3 2947 | soviet space dogs voskhod program 3 2948 | laika animals in space 3 2949 | sputnik program lists of spacecraft 3 2950 | monkeys and non-human apes in space laika 3 2951 | monkeys and non-human apes in space soviet space dogs 3 2952 | monkeys and non-human apes in space ham (chimpanzee) 3 2953 | monkeys and non-human apes in space animals in space 3 2954 | monkeys and non-human apes in space space exploration 3 2955 | monkeys and non-human apes in space alice king chatham 3 2956 | monkeys and non-human apes in space captain simian & the space monkeys 3 2957 | monkeys and non-human apes in space space chimps 3 2958 | monkeys and non-human apes in space one small step: the story of the space chimps 3 2959 | félicette bioastronautics 3 2960 | félicette monkeys and apes in space 3 2961 | félicette soviet space dogs 3 2962 | félicette zond 5 3 2963 | chinese space program beihang university 3 2964 | chinese space program china and weapons of mass destruction 3 2965 | chinese space program two bombs, one satellite 3 2966 | chinese space program chinese women in space 3 2967 | chinese space program harbin institute of technology 3 2968 | chinese space program french space program 3 2969 | lunar rover cuberover 3 2970 | lunar rover exploration of the moon 3 2971 | lunar rover tank on the moon 3 2972 | plants in space space habitat 3 2973 | plants in space astrobotany 3 2974 | plants in space biolab 3 2975 | plants in space bion (satellite) 3 2976 | plants in space biopan 3 2977 | plants in space biosatellite program 3 2978 | plants in space endolith 3 2979 | plants in space expose 3 2980 | plants in space moon tree 3 2981 | plants in space o/oreos 3 2982 | plants in space space food 3 2983 | plants in space terraforming 3 2984 | plants in space the martian (film) 3 2985 | monkeys and apes in space laika 3 2986 | monkeys and apes in space soviet space dogs 3 2987 | monkeys and apes in space ham (chimpanzee) 3 2988 | monkeys and apes in space animals in space 3 2989 | monkeys and apes in space space exploration 3 2990 | monkeys and apes in space alice king chatham 3 2991 | monkeys and apes in space captain simian & the space monkeys 3 2992 | monkeys and apes in space space chimps 3 2993 | monkeys and apes in space one small step: the story of the space chimps 3 2994 | model organism ensembl 3 2995 | model organism history of model organisms 3 2996 | model organism animals in space 3 2997 | model organism animal testing 3 2998 | model organism animal testing on invertebrates 3 2999 | model organism animal testing on rodents 3 3000 | model organism mouse models of colorectal and intestinal cancer 3 3001 | model organism mouse models of breast cancer metastasis 3 3002 | model organism generic model organism database 3 3003 | model organism history of animal testing 3 3004 | model organism refseq 3 3005 | model organism genome project 3 3006 | model organism cellular model 3 3007 | model organism mycoplasma genitalium 3 3008 | bioastronautics effect of spaceflight on the human body 3 3009 | bioastronautics organisms at high altitude 3 3010 | bioastronautics astrobiology 3 3011 | bioastronautics astrobotany 3 3012 | bioastronautics plants in space 3 3013 | lunar water in situ resource utilization 3 3014 | lunar water lunar resources 3 3015 | lunar water shackleton energy company 3 3016 | lunar water water on mars 3 3017 | lunar water chandrayaan-1 3 3018 | lunar water chandrayaan-2 3 3019 | lunar water lunar flashlight 3 3020 | lunar water lunar icecube 3 3021 | lunar water lunah-map 3 3022 | lunar water lunar reconnaissance orbiter 3 3023 | gaganyaan human spaceflight 3 3024 | gaganyaan human space flight centre 3 3025 | gaganyaan indian human spaceflight programme 3 3026 | gaganyaan space exploration 3 3027 | mars express european space agency 3 3028 | mars express exomars 3 3029 | mars express exploration of mars 3 3030 | mars express mars 3 3031 | mars express space exploration 3 3032 | mars express uncrewed space mission 3 3033 | exomars trace gas orbiter curiosity (rover) 3 3034 | exomars trace gas orbiter mars 2020 3 3035 | exomars trace gas orbiter mars exploration joint initiative 3 3036 | exomars trace gas orbiter mars express 3 3037 | exomars trace gas orbiter mars global surveyor 3 3038 | exomars trace gas orbiter mars orbiter mission 3 3039 | exomars trace gas orbiter maven 3 3040 | department of space indian space research organisation 3 3041 | department of space swami vivekananda planetarium 3 3042 | department of space indian institute of space science and technology 3 3043 | planetary grand tour interplanetary transport network 3 3044 | family portrait (voyager) family portrait (messenger) 3 3045 | pioneer venus orbiter pioneer venus multiprobe 3 3046 | pioneer venus orbiter timeline of artificial satellites and space probes 3 3047 | mariner mark ii mariner program 3 3048 | mariner mark ii voyager program 3 3049 | mariner mark ii pioneer program 3 3050 | lunar orbiter program astrogeology research program 3 3051 | lunar orbiter program lunar orbiter image recovery project 3 3052 | lunar orbiter program lunar reconnaissance orbiter 3 3053 | lunar orbiter program ranger program 3 3054 | lunar orbiter program surveyor program 3 3055 | lunar orbiter program apollo program 3 3056 | lunar orbiter program luna programme 3 3057 | lunar orbiter program exploration of the moon 3 3058 | lunar orbiter program robert j. helberg 3 3059 | lunar orbiter program norman l. crabill 3 3060 | luna programme luna (rocket) 3 3061 | luna programme luna-glob 3 3062 | luna programme soviet moonshot 3 3063 | luna programme soviet space program 3 3064 | atlas (rocket family) comparison of orbital launcher families 3 3065 | atlas (rocket family) delta (rocket family) 3 3066 | unmanned space mission astrobotic technology 3 3067 | unmanned space mission geosynchronous satellite 3 3068 | unmanned space mission human spaceflight 3 3069 | unmanned space mission space observatory 3 3070 | unmanned space mission timeline of solar system exploration 3 3071 | unmanned space mission automated cargo spacecraft 3 3072 | spirit rover aeolis quadrangle 3 3073 | spirit rover composition of mars 3 3074 | spirit rover curiosity (rover) 3 3075 | spirit rover exomars 3 3076 | spirit rover exploration of mars 3 3077 | spirit rover insight 3 3078 | spirit rover life on mars (planet) 3 3079 | spirit rover mars 2020 rover mission 3 3080 | spirit rover scientific information from the mars exploration rover mission 3 3081 | spirit rover viking program 3 3082 | opportunity rover autonomous robot 3 3083 | opportunity rover composition of mars 3 3084 | opportunity rover curiosity rover 3 3085 | opportunity rover exploration of mars 3 3086 | opportunity rover insight 3 3087 | opportunity rover life on mars 3 3088 | opportunity rover mars 2020 3 3089 | opportunity rover opportunity mission timeline 3 3090 | opportunity rover rosalind franklin (rover) 3 3091 | opportunity rover sojourner (rover) 3 3092 | opportunity rover scientific information from the mars exploration rover mission 3 3093 | opportunity rover space exploration 3 3094 | opportunity rover spirit rover 3 3095 | opportunity rover viking program 3 3096 | mars pathfinder atmospheric reentry 3 3097 | mars pathfinder autonomous robot 3 3098 | mars pathfinder composition of mars 3 3099 | mars pathfinder curiosity rover 3 3100 | mars pathfinder exomars 3 3101 | mars pathfinder exploration of mars 3 3102 | mars pathfinder insight 3 3103 | mars pathfinder life on mars (planet) 3 3104 | mars pathfinder lunokhod program 3 3105 | mars pathfinder margaritifer sinus quadrangle 3 3106 | mars pathfinder mars exploration rover 3 3107 | mars pathfinder mars global surveyor 3 3108 | mars pathfinder mars science laboratory 3 3109 | mars pathfinder mars surface color 3 3110 | mars pathfinder mars 2020 rover mission 3 3111 | mars pathfinder materials adherence experiment 3 3112 | mars pathfinder scientific information from the mars exploration rover mission 3 3113 | mars pathfinder space exploration 3 3114 | mars pathfinder spirit rover 3 3115 | mars pathfinder robotic spacecraft 3 3116 | mars pathfinder u.s. space exploration history on u.s. stamps 3 3117 | mars pathfinder viking program 3 3118 | mars science laboratory aeolis quadrangle 3 3119 | mars science laboratory astrobiology 3 3120 | mars science laboratory exomars 3 3121 | mars science laboratory insight 3 3122 | mars science laboratory mars 2020 3 3123 | mars science laboratory maven 3 3124 | mars science laboratory robotic spacecraft 3 3125 | mars science laboratory scientific information from the mars exploration rover mission 3 3126 | mars science laboratory u.s. space exploration history on u.s. stamps 3 3127 | mariner 9 exploration of mars 3 3128 | mariner 9 space exploration 3 3129 | mariner 9 timeline of artificial satellites and space probes 3 3130 | mariner 9 unmanned space mission 3 3131 | mariner 9 mars flyby 3 3132 | life on mars (planet) astrobiology 3 3133 | life on mars (planet) astrobotany 3 3134 | life on mars (planet) circumstellar habitable zone 3 3135 | life on mars (planet) extraterrestrial life 3 3136 | life on mars (planet) hypothetical types of biochemistry 3 3137 | life on mars (planet) mars habitability analogue environments on earth 3 3138 | life on mars (planet) planetary habitability 3 3139 | life on mars (planet) terraforming of mars 3 3140 | life on mars (planet) water on mars 3 3141 | exomars astrobiology 3 3142 | exomars beagle 2 3 3143 | exomars exploration of mars 3 3144 | exomars life on mars 3 3145 | exomars mars 2020 3 3146 | exomars mars global remote sensing orbiter and small rover 3 3147 | exomars mars exploration rover 3 3148 | exomars mars sample-return mission 3 3149 | exomars mars science laboratory 3 3150 | exomars signs of life detector 3 3151 | exomars viking lander biological experiments 3 3152 | curiosity rover astrobiology 3 3153 | curiosity rover autonomous robot 3 3154 | curiosity rover experience curiosity 3 3155 | curiosity rover exploration of mars 3 3156 | curiosity rover insight 3 3157 | curiosity rover life on mars 3 3158 | curiosity rover mars express 3 3159 | curiosity rover 2001 mars odyssey 3 3160 | curiosity rover mars orbiter mission 3 3161 | curiosity rover mars pathfinder 3 3162 | curiosity rover mars reconnaissance orbiter 3 3163 | curiosity rover mars 2020 3 3164 | curiosity rover opportunity (rover) 3 3165 | curiosity rover rosalind franklin (rover) 3 3166 | curiosity rover spirit (rover) 3 3167 | curiosity rover timeline of mars science laboratory 3 3168 | curiosity rover viking program 3 3169 | composition of mars carbonates on mars 3 3170 | composition of mars chloride-bearing deposits on mars 3 3171 | composition of mars columbia hills (mars) 3 3172 | composition of mars geology of mars 3 3173 | composition of mars groundwater on mars 3 3174 | composition of mars margaritifer sinus quadrangle 3 3175 | composition of mars martian soil 3 3176 | composition of mars ore resources on mars 3 3177 | composition of mars water on mars 3 3178 | soviet moonshot apollo program 3 3179 | soviet moonshot moon landing 3 3180 | soviet moonshot first on the moon 3 3181 | soviet moonshot mockumentary 3 3182 | soviet moonshot soviet space program 3 3183 | soviet moonshot soviet space program conspiracy accusations 3 3184 | luna-glob lunar resources 3 3185 | luna-glob soviet crewed lunar programs 3 3186 | venera-d observations and explorations of venus 3 3187 | venera-d venus in situ atmospheric and geochemical explorer 3 3188 | venera-d venus in situ composition investigations 3 3189 | venera-d venus origins explorer 3 3190 | pioneer venus project 1978 in spaceflight 3 3191 | pioneer venus project vega program 3 3192 | pioneer venus project venera 3 3193 | astron (spacecraft) granat 3 3194 | pioneer anomaly flyby anomaly 3 3195 | tsiolkovsky rocket equation delta-v budget 3 3196 | tsiolkovsky rocket equation mass ratio 3 3197 | tsiolkovsky rocket equation oberth effect 3 3198 | tsiolkovsky rocket equation gravity well 3 3199 | tsiolkovsky rocket equation relativistic rocket 3 3200 | tsiolkovsky rocket equation reversibility of orbits 3 3201 | tsiolkovsky rocket equation spacecraft propulsion 3 3202 | tsiolkovsky rocket equation variable-mass system 3 3203 | tsiolkovsky rocket equation working mass 3 3204 | stochastic electrodynamics w:fr:physique synergétique 3 3205 | specific impulse jet engine 3 3206 | specific impulse impulse (physics) 3 3207 | specific impulse tsiolkovsky rocket equation 3 3208 | specific impulse system-specific impulse 3 3209 | specific impulse specific energy 3 3210 | specific impulse standard gravity 3 3211 | specific impulse thrust specific fuel consumption 3 3212 | specific impulse specific thrust 3 3213 | specific impulse heating value 3 3214 | specific impulse energy density 3 3215 | specific impulse delta-v (physics) 3 3216 | specific impulse rocket propellant 3 3217 | specific impulse liquid rocket propellants 3 3218 | solar sail cubesail 3 3219 | solar sail lightsail 3 3220 | solar sail optical lift 3 3221 | solar sail poynting–robertson effect 3 3222 | solar sail yarkovsky effect 3 3223 | rocket engine nozzles choked flow 3 3224 | rocket engine nozzles de laval nozzle 3 3225 | rocket engine nozzles dual-thrust 3 3226 | rocket engine nozzles giovanni battista venturi 3 3227 | rocket engine nozzles jet engine 3 3228 | rocket engine nozzles multistage rocket 3 3229 | rocket engine nozzles nk-33 3 3230 | rocket engine nozzles pulse jet engine 3 3231 | rocket engine nozzles pulsed rocket motor 3 3232 | rocket engine nozzles reaction engines skylon 3 3233 | rocket engine nozzles reaction engines sabre 3 3234 | rocket engine nozzles rocket 3 3235 | rocket engine nozzles rocket engines 3 3236 | rocket engine nozzles sern 3 3237 | rocket engine nozzles shock diamond 3 3238 | rocket engine nozzles solid-fuel rocket 3 3239 | rocket engine nozzles spacecraft propulsion 3 3240 | rocket engine nozzles specific impulse 3 3241 | rocket engine nozzles staged combustion cycle (rocket) 3 3242 | rocket engine nozzles venturi effect 3 3243 | rocket chronology of pakistan's rocket tests 3 3244 | rocket lists of rockets 3 3245 | rocket timeline of rocket and missile technology 3 3246 | rocket timeline of spaceflight 3 3247 | rocket astrodynamics 3 3248 | rocket gantry (rocketry) 3 3249 | rocket pendulum rocket fallacy 3 3250 | rocket rocket garden 3 3251 | rocket rocket launch 3 3252 | rocket rocket launch site 3 3253 | rocket variable-mass system 3 3254 | rocket ammonium perchlorate composite propellant 3 3255 | rocket bipropellant rocket 3 3256 | rocket hot water rocket 3 3257 | rocket pulsed rocket motors 3 3258 | rocket spacecraft propulsion 3 3259 | rocket tripropellant rocket 3 3260 | rocket high-powered rocket 3 3261 | rocket national association of rocketry 3 3262 | rocket tripoli rocketry association 3 3263 | rocket bottle rocket 3 3264 | rocket skyrocket 3 3265 | rocket fire arrow 3 3266 | rocket katyusha rocket launcher 3 3267 | rocket rocket-propelled grenade 3 3268 | rocket shin ki chon 3 3269 | rocket va-111 shkval 3 3270 | rocket supercavitation 3 3271 | rocket rocket plane 3 3272 | rocket rocket sled 3 3273 | rocket sounding rocket 3 3274 | rocket aircraft 3 3275 | rocket equivalence principle 3 3276 | rocket rocket festival 3 3277 | rocket rocket mail 3 3278 | pulse detonation engine nuclear pulse propulsion 3 3279 | pulse detonation engine rotating detonation engine 3 3280 | pulse detonation engine scramjet 3 3281 | plasma propulsion engine magnetic sail 3 3282 | plasma propulsion engine capacitively coupled plasma thruster 3 3283 | plasma propulsion engine ion thruster 3 3284 | plasma propulsion engine spaceflight 3 3285 | plasma propulsion engine wingless electromagnetic air vehicle 3 3286 | plasma propulsion engine electrically powered spacecraft propulsion 3 3287 | orbital maneuver collision avoidance (spacecraft) 3 3288 | orbital maneuver in-space propulsion technologies 3 3289 | orbital maneuver clohessy-wiltshire equations 3 3290 | magnetic sail electric sail 3 3291 | magnetic sail electrodynamic tether 3 3292 | magnetic sail magbeam 3 3293 | magnetic sail spacecraft propulsion 3 3294 | interplanetary travel delta-v 3 3295 | interplanetary travel effect of spaceflight on the human body 3 3296 | interplanetary travel health threat from cosmic rays 3 3297 | interplanetary travel human spaceflight 3 3298 | interplanetary travel spacex starship 3 3299 | interplanetary travel interstellar travel 3 3300 | interplanetary travel manned mission to mars 3 3301 | interplanetary travel mars to stay 3 3302 | interplanetary travel space medicine 3 3303 | interplanetary travel spacecraft propulsion 3 3304 | interplanetary transport network gravity assist 3 3305 | interplanetary transport network gravitational keyhole 3 3306 | interplanetary transport network orbital mechanics 3 3307 | interplanetary transport network interplanetary spaceflight 3 3308 | interplanetary transport network hill sphere 3 3309 | interplanetary transport network horseshoe orbit 3 3310 | interplanetary transport network halo orbit 3 3311 | breakthrough propulsion physics program field propulsion 3 3312 | breakthrough propulsion physics program united states gravity control propulsion research 3 3313 | breakthrough propulsion physics program wormhole 3 3314 | alcubierre drive exact solutions in general relativity 3 3315 | alcubierre drive spacecraft propulsion 3 3316 | alcubierre drive krasnikov tube 3 3317 | automated cargo spacecraft comparison of space station cargo vehicles 3 3318 | automated cargo spacecraft space transport 3 3319 | automated cargo spacecraft uncrewed spaceflights to the international space station 3 3320 | geosynchronous satellite geosynchronous orbit 3 3321 | geosynchronous satellite geostationary orbit 3 3322 | geosynchronous satellite geostationary balloon satellite 3 3323 | geosynchronous satellite graveyard orbit 3 3324 | geosynchronous satellite molniya orbit 3 3325 | geosynchronous satellite tundra orbit 3 3326 | geosynchronous satellite polar mount 3 3327 | geosynchronous satellite satellite television 3 3328 | deliberate crash landings on extraterrestrial bodies flyby (spaceflight) 3 3329 | deliberate crash landings on extraterrestrial bodies space rendezvous 3 3330 | --------------------------------------------------------------------------------