Venkat Venkatasubramanian

70 papers B 1C 1Misc 1Journal 65Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A knowledge-graph-based pharmaceutical engineering chatbot for drug discovery. Comput. Chem. Eng. Naz Pinar Taskiran, Chia-En Jacklyn Tsai, Shuxin Huang, Arijit Chakraborty, Venkat Venkatasubramanian
2025	J	`jnl`	Arbitrage equilibria in active matter systems. Comput. Chem. Eng. Venkat Venkatasubramanian, Abhishek Sivaram, N. Sanjeevrajan, Arun Sankar E. M.
2025	J	`jnl`	Building hybrid AI models in chemical engineering: A tutorial review. Comput. Chem. Eng. Arijit Chakraborty, Naz Pinar Taskiran, Rishab Kottooru, Vipul Mann, Venkat Venkatasubramanian
2025	J	`jnl`	Jaynes machine: The universal microstructure of deep neural networks. Comput. Chem. Eng. Venkat Venkatasubramanian, N. Sanjeevrajan, Manasi Khandekar, Abhishek Sivaram, Collin Szczepanski
2025	J	`jnl`	Quo Vadis ChatGPT? From large language models to Large Knowledge Models. Comput. Chem. Eng. Venkat Venkatasubramanian, Arijit Chakraborty
2025	J	`jnl`	The road less traveled by. Comput. Chem. Eng. Venkat Venkatasubramanian
2024	J	`jnl`	Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game. CoRR Venkat Venkatasubramanian, Jessica Shi, Leo Goldman, Arun Sankar E. M., Abhishek Sivaram
2024	J	`jnl`	Hybrid AI modeling techniques for pilot scale bubble column aeration: A comparative study. Comput. Chem. Eng. Peter Jul-Rasmussen, Arijit Chakraborty, Venkat Venkatasubramanian, Xiaodong Liang, Jakob Kjøbsted Huusom
2024	J	`jnl`	Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models. CoRR Venkat Venkatasubramanian, Arijit Chakraborty
2024	J	`jnl`	What's in an embedding? Would a rose by any embedding smell as sweet? CoRR Venkat Venkatasubramanian
2023	J	`jnl`	Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents. Entropy Abhishek Sivaram, Venkat Venkatasubramanian
2023	J	`jnl`	G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer. CoRR Kevin Zhang, Vipul Mann, Venkat Venkatasubramanian
2023	J	`jnl`	Jaynes Machine: The universal microstructure of deep neural networks. CoRR Venkat Venkatasubramanian, N. Sanjeevrajan, Manasi Khandekar
2023	J	`jnl`	SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning. Comput. Chem. Eng. Vipul Mann, Shekhar Viswanath, Shankarraman Vaidyaraman, Jeya Balakrishnan, Venkat Venkatasubramanian
2022	J	`jnl`	A unified theory of emergent equilibrium phenomena in active and passive matter. Comput. Chem. Eng. Venkat Venkatasubramanian, Abhishek Sivaram, Laya Das
2022	J	`jnl`	AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification. CoRR Vipul Mann, Venkat Venkatasubramanian
2021	J	`jnl`	AI-DARWIN: A first principles-based model discovery engine using machine learning. Comput. Chem. Eng. Arijit Chakraborty, Abhishek Sivaram, Venkat Venkatasubramanian
2021	J	`jnl`	Editorial. Comput. Chem. Eng. Venkat Venkatasubramanian
2021	J	`jnl`	Process systems engineering - Comput. Chem. Eng. Efstratios N. Pistikopoulos, Ana Barbosa-Póvoa, Jay H. Lee, Ruth Misener, Alexander Mitsos, Gintaras V. Reklaitis, Venkat Venkatasubramanian, Fengqi You, Rafiqul Gani
2021	J	`jnl`	Retrosynthesis prediction using grammar-based neural machine translation: An information-theoretic approach. Comput. Chem. Eng. Vipul Mann, Venkat Venkatasubramanian
2021	J	`jnl`	Robust and efficient swarm communication topologies for hostile environments. Swarm Evol. Comput. Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
2020	J	`jnl`	Hidden representations in deep neural networks: Part 1. Classification problems. Comput. Chem. Eng. Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
2020	J	`jnl`	Hidden representations in deep neural networks: Part 2. Regression problems. Comput. Chem. Eng. Laya Das, Abhishek Sivaram, Venkat Venkatasubramanian
2020	J	`jnl`	Mechanism discovery and model identification using genetic feature extraction and statistical testing. Comput. Chem. Eng. Arijit Chakraborty, Abhishek Sivaram, Lakshminarayanan Samavedham, Venkat Venkatasubramanian
2020	J	`jnl`	Robust and Efficient Swarm Communication Topologies for Hostile Environments. CoRR Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
2019	J	`jnl`	A One-Third Advice Rule Based on a Control-Theoretic Opinion Dynamics Model. IEEE Trans. Comput. Soc. Syst. Yu Luo, Garud Iyengar, Venkat Venkatasubramanian
2019	J	`jnl`	A hierarchical approach for causal modeling of process systems. Comput. Chem. Eng. Resmi Suresh, Abhishek Sivaram, Venkat Venkatasubramanian
2019	J	`jnl`	Control of complex sociotechnical systems: Importance of causal models and game theory. Comput. Chem. Eng. Venkat Venkatasubramanian, Yu Luo, Zhizun Zhang
2018	J	`jnl`	Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective. IEEE Trans. Comput. Soc. Syst. Yu Luo, Garud Iyengar, Venkat Venkatasubramanian
2017	J	`jnl`	Hybrid ontology-learning materials engineering system for pharmaceutical products: Multi-label entity recognition and concept detection. Comput. Chem. Eng. Miguel Francisco M. Remolona, Matthew F. Conway, Sriram Balasubramanian, Linxi Fan, Ziyan Feng, Tianhao Gu, HyungTae Kim, Prasad M. Nirantar, Sarah Panda, Nithin R. Ranabothu, Neha Rastogi, Venkat Venkatasubramanian
2016	J	`jnl`	Social influence makes self-interested crowds smarter: an optimal control perspective. CoRR Yu Luo, Garud Iyengar, Venkat Venkatasubramanian
2013	J	`jnl`	Generalized shape constrained spline fitting for qualitative analysis of trends. Comput. Chem. Eng. Kris Villez, Venkat Venkatasubramanian, Raghunathan Rengaswamy
2011	J	`jnl`	An optimization framework for cost effective design of refueling station infrastructure for alternative fuel vehicles. Comput. Chem. Eng. Aviral Shukla, Joseph F. Pekny, Venkat Venkatasubramanian
2011	J	`jnl`	Computers & Chemical Engineering: Best paper of 2009. Comput. Chem. Eng. Venkat Venkatasubramanian, Rafiqul Gani
2011	J	`jnl`	Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system. Comput. Chem. Eng. Kris Villez, Babji Srinivasan, Raghunathan Rengaswamy, Shankar Narasimhan, Venkat Venkatasubramanian
2011	J	`jnl`	Learning patterns in combinatorial protein libraries by Support Vector Machines. Comput. Chem. Eng. Sridhar Maddipati, Ravi Nandigam, Sangtae Kim, Venkat Venkatasubramanian
2010	J	`jnl`	A framework for on-line trend extraction and fault diagnosis. Eng. Appl. Artif. Intell. Mano Ram Maurya, Praveen K. Paritosh, Raghunathan Rengaswamy, Venkat Venkatasubramanian
2010	J	`jnl`	An ontological framework for automated regulatory compliance in pharmaceutical manufacturing. Comput. Chem. Eng. M. Berkan Sesen, Pradeep Suresh, René Bañares-Alcántara, Venkat Venkatasubramanian
2010	J	`jnl`	Editorial. Comput. Chem. Eng. Venkat Venkatasubramanian, Rafiqul Gani
2010	J	`jnl`	Fairness Is an Emergent Self-Organized Property of the Free Market for Labor. Entropy Venkat Venkatasubramanian
2010	J	`jnl`	Providing Scalable Data Services in Ubiquitous Networks CoRR Tanu Malik, Raghvendra Prasad, Sanket Patil, Amitabh Chaudhary, Venkat Venkatasubramanian
2010	—	`conf`	Providing Scalable Data Services in Ubiquitous Networks. DASFAA Workshops Tanu Malik, Raghvendra Prasad, Sanket Patil, Amitabh Chaudhary, Venkat Venkatasubramanian
2009	J	`jnl`	Breeding Diameter-Optimal Topologies for Distributed Indexes. Complex Syst. Sanket Patil, Srinath Srinivasa, Saikat Mukherjee, Aditya Ramana Rachakonda, Venkat Venkatasubramanian
2009	B	`conf`	Classes of Optimal Network Topologies Under Multiple Efficiency and Robustness Constraints. SMC Sanket Patil, Srinath Srinivasa, Venkat Venkatasubramanian
2009	J	`jnl`	Cyberinfrastructure, informatics, and intelligent systems: Commentary on the new thematic area for Computers and Chemical engineering. Comput. Chem. Eng. Venkat Venkatasubramanian
2009	J	`jnl`	Editorial note. Comput. Chem. Eng. Rafiqul Gani, Andy Hrymak, Jay H. Lee, Venkat Venkatasubramanian
2009	C	`conf`	Engineering research center for structured organic particulate synthesis (ERC-SOPS). ACC Arun Giridhar, Gintaras V. Reklaitis, Venkat Venkatasubramanian
2009	J	`jnl`	What is Fair Pay for Executives? An Information Theoretic Analysis of Wage Distributions. Entropy Venkat Venkatasubramanian
2008	J	`jnl`	A domain-specific compiler theory based framework for automated reaction network generation. Comput. Chem. Eng. Shuo-Huan Hsu, Balachandra Krishnamurthy, Prathima Rao, Chunhua Zhao, Suresh Jagannathan, Venkat Venkatasubramanian
2008	J	`jnl`	High fidelity mathematical model building with experimental data: A Bayesian approach. Comput. Chem. Eng. Gary E. Blau, Michael Lasinski, Seza Orçun, Shuo-Huan Hsu, James M. Caruthers, W. Nicholas Delgass, Venkat Venkatasubramanian
2008	J	`jnl`	Preface - Reklaitis 65th birthday special issue. Comput. Chem. Eng. Venkat Venkatasubramanian, Ignacio E. Grossmann, Rafiqul Gani
2008	—	`conf`	Rule-Based Classification Systems for Informatics. eScience Balachander Krishnamurthy, Tanu Malik, Stephen Stamatis, Venkat Venkatasubramanian, James M. Caruthers
2007	J	`jnl`	A theory of design of complex teleological systems: Unifying the Darwinian and Boltzmannian perspectives. Complex. Venkat Venkatasubramanian
2007	J	`jnl`	Fault diagnosis using dynamic trend analysis: A review and recent developments. Eng. Appl. Artif. Intell. Mano Ram Maurya, Raghunathan Rengaswamy, Venkat Venkatasubramanian
2007	Misc	`conf`	Pharmaceutical Informatics and the Pathway to Personalized Medicines. International Conference on Computational Science (1) Sangtae Kim, Venkat Venkatasubramanian
2006	J	`jnl`	A systematic framework for the design of reduced-order models for signal transduction pathways from a control theoretic perspective. Comput. Chem. Eng. Mano Ram Maurya, Santhoji Katare, Priyan R. Patkar, Ann E. Rundell, Venkat Venkatasubramanian
2006	J	`jnl`	Ontological informatics infrastructure for pharmaceutical product development and manufacturing. Comput. Chem. Eng. Venkat Venkatasubramanian, Chunhua Zhao, Girish S. Joglekar, Ankur Jain, Leaelaf Hailemariam, Pradeep Suresh, Pavankumar Akkisetty, Ken Morris, Gintaras V. Reklaitis
2005	J	`jnl`	Prognostic and diagnostic monitoring of complex systems for product lifecycle management: Challenges and opportunities. Comput. Chem. Eng. Venkat Venkatasubramanian
2004	J	`jnl`	A hybrid genetic algorithm for efficient parameter estimation of large kinetic models. Comput. Chem. Eng. Santhoji Katare, Aditya Bhan, James M. Caruthers, W. Nicholas Delgass, Venkat Venkatasubramanian
2004	J	`jnl`	Application of signed digraphs-based analysis for fault diagnosis of chemical process flowsheets. Eng. Appl. Artif. Intell. Mano Ram Maurya, Raghunathan Rengaswamy, Venkat Venkatasubramanian
2004	J	`jnl`	Entropy Maximization as a Holistic Design Principle for Complex Optimal Networks and the Emergence of Power Laws CoRR Venkat Venkatasubramanian, Dimitris Nicolas Politis, Priyan R. Patkar
2004	J	`jnl`	Spontaneous Emergence of Complex Optimal Networks through Evolutionary Adaptation CoRR Venkat Venkatasubramanian, Santhoji Katare, Priyan R. Patkar, Fangping Mu
2004	J	`jnl`	Spontaneous emergence of complex optimal networks through evolutionary adaptation. Comput. Chem. Eng. Venkat Venkatasubramanian, Santhoji Katare, Priyan R. Patkar, Fangping Mu
2003	J	`jnl`	A review of process fault detection and diagnosis: Part I: Quantitative model-based methods. Comput. Chem. Eng. Venkat Venkatasubramanian, Raghunathan Rengaswamy, Kewen Yin, Surya N. Kavuri
2003	J	`jnl`	A review of process fault detection and diagnosis: Part II: Qualitative models and search strategies. Comput. Chem. Eng. Venkat Venkatasubramanian, Raghunathan Rengaswamy, Surya N. Kavuri
2003	J	`jnl`	A review of process fault detection and diagnosis: Part III: Process history based methods. Comput. Chem. Eng. Venkat Venkatasubramanian, Raghunathan Rengaswamy, Surya N. Kavuri, Kewen Yin
2003	J	`jnl`	Fuzzy-logic based trend classification for fault diagnosis of chemical processes. Comput. Chem. Eng. Sourabh Dash, Raghunathan Rengaswamy, Venkat Venkatasubramanian
1998	J	`jnl`	Parametric Sensitivity and Search-Space Characterization Studies of Genetic Algorithms for Computer-Aided Polymer Design. J. Chem. Inf. Comput. Sci. Anantha Sundaram, Venkat Venkatasubramanian
1995	J	`jnl`	Evolutionary Design of Molecules with Desired Properties Using the Genetic Algorithm. J. Chem. Inf. Comput. Sci. Venkat Venkatasubramanian, King Chan, James M. Caruthers
1986	J	`jnl`	A blackboard architecture for plastics design. Artif. Intell. Eng. Venkat Venkatasubramanian, Chun-Fu Chen