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<r><article key="journals/cce/VenkatasubramanianSSM25" mdate="2024-12-09">
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author orcid="0009-0005-5647-8083" pid="359/1783">N. Sanjeevrajan</author>
<author pid="372/7027">Arun Sankar E. M.</author>
<title>Arbitrage equilibria in active matter systems.</title>
<pages>108861</pages>
<year>2025</year>
<volume>192</volume>
<journal>Comput. Chem. Eng.</journal>
<ee type="oa">https://doi.org/10.1016/j.compchemeng.2024.108861</ee>
<url>db/journals/cce/cce192.html#VenkatasubramanianSSM25</url>
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<r><article key="journals/cce/VenkatasubramanianC25" mdate="2025-03-03">
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<author orcid="0000-0003-0840-0255" pid="69/10139">Arijit Chakraborty</author>
<title>Quo Vadis ChatGPT? From large language models to Large Knowledge Models.</title>
<pages>108895</pages>
<year>2025</year>
<volume>192</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2024.108895</ee>
<url>db/journals/cce/cce192.html#VenkatasubramanianC25</url>
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<r><article key="journals/cce/VenkatasubramanianSKSS25" mdate="2025-03-03">
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<author pid="359/1783">N. Sanjeevrajan</author>
<author pid="359/2247">Manasi Khandekar</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author pid="366/5237">Collin Szczepanski</author>
<title>Jaynes machine: The universal microstructure of deep neural networks.</title>
<pages>108908</pages>
<year>2025</year>
<volume>192</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2024.108908</ee>
<url>db/journals/cce/cce192.html#VenkatasubramanianSKSS25</url>
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<r><article key="journals/cce/Venkatasubramanian25" mdate="2025-06-25">
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>The road less traveled by.</title>
<pages>109195</pages>
<year>2025</year>
<volume>200</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2025.109195</ee>
<url>db/journals/cce/cce200.html#Venkatasubramanian25</url>
<stream>streams/journals/cce</stream>
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<r><article key="journals/cce/ChakrabortyTKMV25" mdate="2025-10-14">
<author orcid="0000-0003-0840-0255" pid="69/10139">Arijit Chakraborty</author>
<author orcid="0000-0001-7018-7729" pid="411/4047">Naz Pinar Taskiran</author>
<author pid="411/3996">Rishab Kottooru</author>
<author pid="273/4071">Vipul Mann</author>
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<title>Building hybrid AI models in chemical engineering: A tutorial review.</title>
<pages>109236</pages>
<year>2025</year>
<volume>201</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2025.109236</ee>
<url>db/journals/cce/cce201.html#ChakrabortyTKMV25</url>
</article>
</r>
<r><article key="journals/cce/TaskiranTHCV25" mdate="2025-11-15">
<author orcid="0000-0001-7018-7729" pid="411/4047">Naz Pinar Taskiran</author>
<author pid="415/8558">Chia-En Jacklyn Tsai</author>
<author orcid="0009-0009-8536-1414" pid="296/7897">Shuxin Huang</author>
<author orcid="0000-0003-0840-0255" pid="69/10139">Arijit Chakraborty</author>
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<title>A knowledge-graph-based pharmaceutical engineering chatbot for drug discovery.</title>
<pages>109318</pages>
<year>2025</year>
<volume>203</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2025.109318</ee>
<url>db/journals/cce/cce203.html#TaskiranTHCV25</url>
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<r><article key="journals/cce/MannSGV24" mdate="2026-02-01">
<author orcid="0000-0003-0225-8729" pid="273/4071">Vipul Mann</author>
<author orcid="0000-0002-3951-2076" pid="13/7288">Mauricio Sales-Cruz</author>
<author orcid="0000-0002-6719-9283" pid="79/7145">Rafiqul Gani</author>
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<title><i>eSFILES</i>: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning.</title>
<pages>108505</pages>
<year>2024</year>
<month>February</month>
<volume>181</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2023.108505</ee>
<url>db/journals/cce/cce181.html#MannSGV24</url>
</article>
</r>
<r><article key="journals/cce/Jul-RasmussenCV24" mdate="2024-12-09">
<author orcid="0000-0002-6999-8994" pid="379/0480">Peter Jul-Rasmussen</author>
<author orcid="0000-0003-0840-0255" pid="69/10139">Arijit Chakraborty</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<author orcid="0000-0002-2007-546X" pid="73/2695">Xiaodong Liang</author>
<author orcid="0000-0002-1367-7235" pid="12/7141">Jakob Kj&#248;bsted Huusom</author>
<title>Hybrid AI modeling techniques for pilot scale bubble column aeration: A comparative study.</title>
<pages>108655</pages>
<year>2024</year>
<volume>185</volume>
<journal>Comput. Chem. Eng.</journal>
<ee type="oa">https://doi.org/10.1016/j.compchemeng.2024.108655</ee>
<url>db/journals/cce/cce185.html#Jul-RasmussenCV24</url>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2403-04084" mdate="2024-05-06">
<author pid="08/83">Venkat Venkatasubramanian</author>
<author pid="211/8126-3">Jessica Shi 0003</author>
<author pid="372/6511">Leo Goldman</author>
<author pid="372/7027">Arun Sankar E. M.</author>
<author pid="232/7863">Abhishek Sivaram</author>
<title>Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game.</title>
<year>2024</year>
<volume>abs/2403.04084</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2403.04084</ee>
<url>db/journals/corr/corr2403.html#abs-2403-04084</url>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2405-19561" mdate="2024-08-04">
<author pid="08/83">Venkat Venkatasubramanian</author>
<author orcid="0000-0003-0840-0255" pid="69/10139">Arijit Chakraborty</author>
<title>Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models.</title>
<year>2024</year>
<volume>abs/2405.19561</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2405.19561</ee>
<url>db/journals/corr/corr2405.html#abs-2405-19561</url>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2406-06870" mdate="2024-07-08">
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>What's in an embedding? Would a rose by any embedding smell as sweet?</title>
<year>2024</year>
<volume>abs/2406.06870</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2406.06870</ee>
<url>db/journals/corr/corr2406.html#abs-2406-06870</url>
</article>
</r>
<r><article key="journals/cce/MannVVBV23" mdate="2023-11-28">
<author orcid="0000-0003-0225-8729" pid="273/4071">Vipul Mann</author>
<author orcid="0000-0002-4742-667X" pid="301/2858">Shekhar Viswanath</author>
<author orcid="0000-0002-5532-0947" pid="301/2903">Shankarraman Vaidyaraman</author>
<author pid="361/2096">Jeya Balakrishnan</author>
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<title>SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning.</title>
<pages>108446</pages>
<year>2023</year>
<month>November</month>
<volume>179</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2023.108446</ee>
<url>db/journals/cce/cce179.html#MannVVBV23</url>
</article>
</r>
<r><article key="journals/entropy/SivaramV23" mdate="2024-01-13">
<author orcid="0000-0003-0345-9776" pid="232/7863">Abhishek Sivaram</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents.</title>
<pages>1043</pages>
<year>2023</year>
<month>July</month>
<volume>25</volume>
<journal>Entropy</journal>
<number>7</number>
<ee type="oa">https://doi.org/10.3390/e25071043</ee>
<url>db/journals/entropy/entropy25.html#SivaramV23</url>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2305-03153" mdate="2023-05-10">
<author pid="13/351">Kevin Zhang</author>
<author pid="273/4071">Vipul Mann</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer.</title>
<year>2023</year>
<volume>abs/2305.03153</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2305.03153</ee>
<url>db/journals/corr/corr2305.html#abs-2305-03153</url>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2310-06960" mdate="2023-10-26">
<author pid="08/83">Venkat Venkatasubramanian</author>
<author pid="359/1783">N. Sanjeevrajan</author>
<author pid="359/2247">Manasi Khandekar</author>
<title>Jaynes Machine: The universal microstructure of deep neural networks.</title>
<year>2023</year>
<volume>abs/2310.06960</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2310.06960</ee>
<url>db/journals/corr/corr2310.html#abs-2310-06960</url>
</article>
</r>
<r><article key="journals/cce/Venkatasubramanian22" mdate="2022-10-24">
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author pid="158/5459">Laya Das</author>
<title>A unified theory of emergent equilibrium phenomena in active and passive matter.</title>
<pages>107887</pages>
<year>2022</year>
<volume>164</volume>
<journal>Comput. Chem. Eng.</journal>
<ee type="oa">https://doi.org/10.1016/j.compchemeng.2022.107887</ee>
<url>db/journals/cce/cce164.html#Venkatasubramanian22</url>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2208-01647" mdate="2022-08-10">
<author pid="273/4071">Vipul Mann</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification.</title>
<year>2022</year>
<volume>abs/2208.01647</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2208.01647</ee>
<url>db/journals/corr/corr2208.html#abs-2208-01647</url>
</article>
</r>
<r><article key="journals/cce/Venkatasubramanian21" mdate="2021-01-14">
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Editorial.</title>
<pages>107176</pages>
<year>2021</year>
<volume>145</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2020.107176</ee>
<url>db/journals/cce/cce145.html#Venkatasubramanian21</url>
</article>
</r>
<r><article key="journals/cce/PistikopoulosBL21" mdate="2025-04-01">
<author orcid="0000-0001-6220-818X" pid="23/313">Efstratios N. Pistikopoulos</author>
<author orcid="0000-0001-6594-9653" pid="32/2150">Ana Barbosa-P&#243;voa</author>
<author pid="01/5875">Jay H. Lee</author>
<author orcid="0000-0001-5612-5417" pid="04/8800">Ruth Misener</author>
<author pid="89/809">Alexander Mitsos</author>
<author pid="63/1181">Gintaras V. Reklaitis</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<author orcid="0000-0001-9609-4299" pid="46/7290">Fengqi You</author>
<author orcid="0000-0002-6719-9283" pid="79/7145">Rafiqul Gani</author>
<title>Process systems engineering - <i>The generation next?</i>.</title>
<pages>107252</pages>
<year>2021</year>
<volume>147</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2021.107252</ee>
<url>db/journals/cce/cce147.html#PistikopoulosBL21</url>
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</r>
<r><article key="journals/cce/ChakrabortySV21" mdate="2022-01-03">
<author orcid="0000-0003-0840-0255" pid="69/10139">Arijit Chakraborty</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>AI-DARWIN: A first principles-based model discovery engine using machine learning.</title>
<pages>107470</pages>
<year>2021</year>
<volume>154</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2021.107470</ee>
<url>db/journals/cce/cce154.html#ChakrabortySV21</url>
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</r>
<r><article key="journals/cce/MannV21" mdate="2022-01-03">
<author orcid="0000-0003-0225-8729" pid="273/4071">Vipul Mann</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Retrosynthesis prediction using grammar-based neural machine translation: An information-theoretic approach.</title>
<pages>107533</pages>
<year>2021</year>
<volume>155</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2021.107533</ee>
<url>db/journals/cce/cce155.html#MannV21</url>
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<r><article key="journals/swevo/MannSDV21" mdate="2023-08-28">
<author orcid="0000-0003-0225-8729" pid="273/4071">Vipul Mann</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author pid="158/5459">Laya Das</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Robust and efficient swarm communication topologies for hostile environments.</title>
<pages>100848</pages>
<year>2021</year>
<volume>62</volume>
<journal>Swarm Evol. Comput.</journal>
<ee>https://doi.org/10.1016/j.swevo.2021.100848</ee>
<ee>https://www.wikidata.org/entity/Q114129751</ee>
<url>db/journals/swevo/swevo62.html#MannSDV21</url>
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</r>
<r><article key="journals/cce/SivaramDV20" mdate="2025-01-19">
<author pid="232/7863">Abhishek Sivaram</author>
<author pid="158/5459">Laya Das</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Hidden representations in deep neural networks: Part 1. Classification problems.</title>
<pages>106669</pages>
<year>2020</year>
<volume>134</volume>
<journal>Comput. Chem. Eng.</journal>
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<ee>https://www.wikidata.org/entity/Q126628753</ee>
<url>db/journals/cce/cce134.html#SivaramDV20</url>
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<r><article key="journals/cce/DasSV20" mdate="2020-07-14">
<author pid="158/5459">Laya Das</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Hidden representations in deep neural networks: Part 2. Regression problems.</title>
<pages>106895</pages>
<year>2020</year>
<volume>139</volume>
<journal>Comput. Chem. Eng.</journal>
<ee>https://doi.org/10.1016/j.compchemeng.2020.106895</ee>
<url>db/journals/cce/cce139.html#DasSV20</url>
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<r><article key="journals/cce/ChakrabortySSV20" mdate="2023-09-30">
<author orcid="0000-0003-0840-0255" pid="69/10139">Arijit Chakraborty</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author orcid="0000-0003-4323-6315" pid="29/2862">Lakshminarayanan Samavedham</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Mechanism discovery and model identification using genetic feature extraction and statistical testing.</title>
<pages>106900</pages>
<year>2020</year>
<volume>140</volume>
<journal>Comput. Chem. Eng.</journal>
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<url>db/journals/cce/cce140.html#ChakrabortySSV20</url>
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<r><article publtype="informal" key="journals/corr/abs-2008-09575" mdate="2021-01-23">
<author orcid="0000-0003-0225-8729" pid="273/4071">Vipul Mann</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author pid="158/5459">Laya Das</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Robust and Efficient Swarm Communication Topologies for Hostile Environments.</title>
<year>2020</year>
<volume>abs/2008.09575</volume>
<journal>CoRR</journal>
<ee type="oa">https://arxiv.org/abs/2008.09575</ee>
<url>db/journals/corr/corr2008.html#abs-2008-09575</url>
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<r><article key="journals/cce/Venkatasubramanian19" mdate="2025-01-19">
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<author orcid="0000-0002-1379-6373" pid="45/6469-3">Yu Luo 0003</author>
<author orcid="0000-0002-6192-0789" pid="240/5306">Zhizun Zhang</author>
<title>Control of complex sociotechnical systems: Importance of causal models and game theory.</title>
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<year>2019</year>
<volume>123</volume>
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<r><article key="journals/cce/SureshSV19" mdate="2020-05-18">
<author pid="175/1729">Resmi Suresh</author>
<author pid="232/7863">Abhishek Sivaram</author>
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<title>A hierarchical approach for causal modeling of process systems.</title>
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<r><article key="journals/tcss/LuoIV19" mdate="2025-01-19">
<author orcid="0000-0002-1379-6373" pid="45/6469-3">Yu Luo 0003</author>
<author orcid="0000-0001-6546-4154" pid="i/GarudIyengar">Garud Iyengar</author>
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<title>A One-Third Advice Rule Based on a Control-Theoretic Opinion Dynamics Model.</title>
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<year>2019</year>
<volume>6</volume>
<journal>IEEE Trans. Comput. Soc. Syst.</journal>
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<author orcid="0000-0002-1379-6373" pid="45/6469-3">Yu Luo 0003</author>
<author orcid="0000-0001-6546-4154" pid="i/GarudIyengar">Garud Iyengar</author>
<author orcid="0000-0002-4923-0582" pid="08/83">Venkat Venkatasubramanian</author>
<title>Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective.</title>
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<year>2018</year>
<volume>5</volume>
<journal>IEEE Trans. Comput. Soc. Syst.</journal>
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<r><article key="journals/cce/RemolonaCBFFGKN17" mdate="2020-05-18">
<author orcid="0000-0002-1925-9157" pid="209/2418">Miguel Francisco M. Remolona</author>
<author pid="209/2366">Matthew F. Conway</author>
<author pid="33/666">Sriram Balasubramanian</author>
<author pid="154/6778">Linxi Fan</author>
<author pid="209/2292">Ziyan Feng</author>
<author pid="209/2339">Tianhao Gu</author>
<author pid="135/2642">Hyungtae Kim</author>
<author pid="209/2259">Prasad M. Nirantar</author>
<author pid="209/2503">Sarah Panda</author>
<author pid="209/2176">Nithin R. Ranabothu</author>
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<author orcid="0000-0002-8408-8649" pid="69/2155">Raghunathan Rengaswamy</author>
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<author pid="78/4532">Sanket Patil</author>
<author pid="92/3600">Amitabh Chaudhary</author>
<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Providing Scalable Data Services in Ubiquitous Networks.</title>
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<year>2010</year>
<booktitle>DASFAA Workshops</booktitle>
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<author pid="78/4532">Sanket Patil</author>
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<title>Providing Scalable Data Services in Ubiquitous Networks</title>
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<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Engineering research center for structured organic particulate synthesis (ERC-SOPS).</title>
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<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Classes of Optimal Network Topologies Under Multiple Efficiency and Robustness Constraints.</title>
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<title>Preface - Reklaitis 65th birthday special issue.</title>
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<author pid="56/2045">Seza Or&#231;un</author>
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<author pid="08/83">Venkat Venkatasubramanian</author>
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<author pid="08/83">Venkat Venkatasubramanian</author>
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<title>Rule-Based Classification Systems for Informatics.</title>
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<year>2008</year>
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<r><inproceedings key="conf/iccS/KimV07" mdate="2017-05-21">
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<author pid="08/83">Venkat Venkatasubramanian</author>
<title>Pharmaceutical Informatics and the Pathway to Personalized Medicines.</title>
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<author orcid="0000-0002-9397-2794" pid="47/1797">James M. Caruthers</author>
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<co c="0"><na f="b/Ba=ntilde=ares=Alc=aacute=ntara:Ren=eacute=" pid="90/2013">Ren&#233; Ba&#241;ares-Alc&#225;ntara</na></co>
<co c="0"><na f="b/Barbosa=P=oacute=voa:Ana" pid="32/2150">Ana Barbosa-P&#243;voa</na></co>
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<co c="0"><na f="y/You:Fengqi" pid="46/7290">Fengqi You</na></co>
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<co c="2"><na f="z/Zhang:Zhizun" pid="240/5306">Zhizun Zhang</na></co>
<co c="0"><na f="z/Zhao:Chunhua" pid="55/5953">Chunhua Zhao</na></co>
</coauthors>
</dblpperson>

