A blackboard architecture for plastics design. - Venkat Venkatasubramanian; Chun-Fu Chen 002 (Artif. Intell. Eng., 1986)

Evolutionary Design of Molecules with Desired Properties Using the Genetic Algorithm. - Venkat Venkatasubramanian; King Chan; James M. Caruthers (J. Chem. Inf. Comput. Sci., 1995)

Parametric Sensitivity and Search-Space Characterization Studies of Genetic Algorithms for Computer-Aided Polymer Design. - Anantha Sundaram; Venkat Venkatasubramanian (J. Chem. Inf. Comput. Sci., 1998)

Fuzzy-logic based trend classification for fault diagnosis of chemical processes. - Sourabh Dash; Raghunathan Rengaswamy; Venkat Venkatasubramanian (Comput. Chem. Eng., 2003)

A review of process fault detection and diagnosis: Part II: Qualitative models and search strategies. - Venkat Venkatasubramanian; Raghunathan Rengaswamy; Surya N. Kavuri (Comput. Chem. Eng., 2003)

A review of process fault detection and diagnosis: Part III: Process history based methods. - Venkat Venkatasubramanian; Raghunathan Rengaswamy; Surya N. Kavuri; Kewen Yin (Comput. Chem. Eng., 2003)

A review of process fault detection and diagnosis: Part I: Quantitative model-based methods. - Venkat Venkatasubramanian; Raghunathan Rengaswamy; Kewen Yin; Surya N. Kavuri (Comput. Chem. Eng., 2003)

A hybrid genetic algorithm for efficient parameter estimation of large kinetic models. - Santhoji Katare; Aditya Bhan; James M. Caruthers; W. Nicholas Delgass; Venkat Venkatasubramanian (Comput. Chem. Eng., 2004)

Spontaneous emergence of complex optimal networks through evolutionary adaptation. - Venkat Venkatasubramanian; Santhoji Katare; Priyan R. Patkar; Fangping Mu (Comput. Chem. Eng., 2004)

Entropy Maximization as a Holistic Design Principle for Complex Optimal Networks and the Emergence of Power Laws - Venkat Venkatasubramanian; Dimitris Nicolas Politis; Priyan R. Patkar (CoRR, 2004)

Application of signed digraphs-based analysis for fault diagnosis of chemical process flowsheets. - Mano Ram Maurya; Raghunathan Rengaswamy; Venkat Venkatasubramanian (Eng. Appl. Artif. Intell., 2004)

Prognostic and diagnostic monitoring of complex systems for product lifecycle management: Challenges and opportunities. - Venkat Venkatasubramanian (Comput. Chem. Eng., 2005)

A systematic framework for the design of reduced-order models for signal transduction pathways from a control theoretic perspective. - Mano Ram Maurya; Santhoji Katare; Priyan R. Patkar; Ann E. Rundell; Venkat Venkatasubramanian (Comput. Chem. Eng., 2006)

Ontological informatics infrastructure for pharmaceutical product development and manufacturing. - Venkat Venkatasubramanian; Chunhua Zhao; Girish S. Joglekar; Ankur Jain; Leaelaf Hailemariam; Pradeep Suresh; Pavankumar Akkisetty; Ken Morris; Gintaras V. Reklaitis (Comput. Chem. Eng., 2006)

Pharmaceutical Informatics and the Pathway to Personalized Medicines. - Sangtae Kim; Venkat Venkatasubramanian (International Conference on Computational Science (1), 2007)

A theory of design of complex teleological systems: Unifying the Darwinian and Boltzmannian perspectives. - Venkat Venkatasubramanian (Complex., 2007)

Fault diagnosis using dynamic trend analysis: A review and recent developments. - Mano Ram Maurya; Raghunathan Rengaswamy; Venkat Venkatasubramanian (Eng. Appl. Artif. Intell., 2007)

Rule-Based Classification Systems for Informatics. - Balachander Krishnamurthy; Tanu Malik; Stephen Stamatis; Venkat Venkatasubramanian; James M. Caruthers (eScience, 2008)

High fidelity mathematical model building with experimental data: A Bayesian approach. - Gary E. Blau; Michael Lasinski; Seza Orçun; Shuo-Huan Hsu; James M. Caruthers; W. Nicholas Delgass; Venkat Venkatasubramanian (Comput. Chem. Eng., 2008)

A domain-specific compiler theory based framework for automated reaction network generation. - Shuo-Huan Hsu; Balachandra Krishnamurthy; Prathima Rao; Chunhua Zhao; Suresh Jagannathan; Venkat Venkatasubramanian (Comput. Chem. Eng., 2008)

Preface - Reklaitis 65th birthday special issue. - Venkat Venkatasubramanian; Ignacio E. Grossmann; Rafiqul Gani (Comput. Chem. Eng., 2008)

Engineering research center for structured organic particulate synthesis (ERC-SOPS). - Arun Giridhar; Gintaras V. Reklaitis; Venkat Venkatasubramanian (ACC, 2009)

Classes of Optimal Network Topologies Under Multiple Efficiency and Robustness Constraints. - Sanket Patil; Srinath Srinivasa; Venkat Venkatasubramanian (SMC, 2009)

Editorial note. - Rafiqul Gani; Andy Hrymak; Jay H. Lee; Venkat Venkatasubramanian (Comput. Chem. Eng., 2009)

Cyberinfrastructure, informatics, and intelligent systems: Commentary on the new thematic area for Computers and Chemical engineering. - Venkat Venkatasubramanian (Comput. Chem. Eng., 2009)

Breeding Diameter-Optimal Topologies for Distributed Indexes. - Sanket Patil; Srinath Srinivasa; Saikat Mukherjee; Aditya Ramana Rachakonda; Venkat Venkatasubramanian (Complex Syst., 2009)

What is Fair Pay for Executives? An Information Theoretic Analysis of Wage Distributions. - Venkat Venkatasubramanian (Entropy, 2009)

Providing Scalable Data Services in Ubiquitous Networks. - Tanu Malik; Raghvendra Prasad; Sanket Patil; Amitabh Chaudhary; Venkat Venkatasubramanian (DASFAA Workshops, 2010)

An ontological framework for automated regulatory compliance in pharmaceutical manufacturing. - M. Berkan Sesen; Pradeep Suresh; René Bañares-Alcántara; Venkat Venkatasubramanian (Comput. Chem. Eng., 2010)

Editorial. - Venkat Venkatasubramanian; Rafiqul Gani (Comput. Chem. Eng., 2010)

A framework for on-line trend extraction and fault diagnosis. - Mano Ram Maurya; Praveen K. Paritosh; Raghunathan Rengaswamy; Venkat Venkatasubramanian (Eng. Appl. Artif. Intell., 2010)

Fairness Is an Emergent Self-Organized Property of the Free Market for Labor. - Venkat Venkatasubramanian (Entropy, 2010)

Learning patterns in combinatorial protein libraries by Support Vector Machines. - Sridhar Maddipati; Ravi Nandigam; Sangtae Kim; Venkat Venkatasubramanian (Comput. Chem. Eng., 2011)

An optimization framework for cost effective design of refueling station infrastructure for alternative fuel vehicles. - Aviral Shukla; Joseph F. Pekny; Venkat Venkatasubramanian (Comput. Chem. Eng., 2011)

Computers & Chemical Engineering: Best paper of 2009. - Venkat Venkatasubramanian; Rafiqul Gani (Comput. Chem. Eng., 2011)

Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system. - Kris Villez; Babji Srinivasan; Raghunathan Rengaswamy; Shankar Narasimhan; Venkat Venkatasubramanian (Comput. Chem. Eng., 2011)

Generalized shape constrained spline fitting for qualitative analysis of trends. - Kris Villez; Venkat Venkatasubramanian; Raghunathan Rengaswamy (Comput. Chem. Eng., 2013)

Hybrid ontology-learning materials engineering system for pharmaceutical products: Multi-label entity recognition and concept detection. - 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 (Comput. Chem. Eng., 2017)

Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective. - Yu Luo 003; Garud Iyengar; Venkat Venkatasubramanian (IEEE Trans. Comput. Soc. Syst., 2018)

A hierarchical approach for causal modeling of process systems. - Resmi Suresh; Abhishek Sivaram; Venkat Venkatasubramanian (Comput. Chem. Eng., 2019)

Control of complex sociotechnical systems: Importance of causal models and game theory. - Venkat Venkatasubramanian; Yu Luo 003; Zhizun Zhang (Comput. Chem. Eng., 2019)

A One-Third Advice Rule Based on a Control-Theoretic Opinion Dynamics Model. - Yu Luo 003; Garud Iyengar; Venkat Venkatasubramanian (IEEE Trans. Comput. Soc. Syst., 2019)

Mechanism discovery and model identification using genetic feature extraction and statistical testing. - Arijit Chakraborty; Abhishek Sivaram; Lakshminarayanan Samavedham; Venkat Venkatasubramanian (Comput. Chem. Eng., 2020)

Hidden representations in deep neural networks: Part 2. Regression problems. - Laya Das; Abhishek Sivaram; Venkat Venkatasubramanian (Comput. Chem. Eng., 2020)

Hidden representations in deep neural networks: Part 1. Classification problems. - Abhishek Sivaram; Laya Das; Venkat Venkatasubramanian (Comput. Chem. Eng., 2020)

AI-DARWIN: A first principles-based model discovery engine using machine learning. - Arijit Chakraborty; Abhishek Sivaram; Venkat Venkatasubramanian (Comput. Chem. Eng., 2021)

Retrosynthesis prediction using grammar-based neural machine translation: An information-theoretic approach. - Vipul Mann; Venkat Venkatasubramanian (Comput. Chem. Eng., 2021)

Process systems engineering - The generation next?. - Efstratios N. Pistikopoulos; Ana Barbosa-Póvoa; Jay H. Lee; Ruth Misener; Alexander Mitsos; Gintaras V. Reklaitis; Venkat Venkatasubramanian; Fengqi You; Rafiqul Gani (Comput. Chem. Eng., 2021)

Editorial. - Venkat Venkatasubramanian (Comput. Chem. Eng., 2021)

Robust and efficient swarm communication topologies for hostile environments. - Vipul Mann; Abhishek Sivaram; Laya Das; Venkat Venkatasubramanian (Swarm Evol. Comput., 2021)

A unified theory of emergent equilibrium phenomena in active and passive matter. - Venkat Venkatasubramanian; Abhishek Sivaram; Laya Das (Comput. Chem. Eng., 2022)

AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification. - Vipul Mann; Venkat Venkatasubramanian (CoRR, 2022)

G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer. - Kevin Zhang; Vipul Mann; Venkat Venkatasubramanian (CoRR, 2023)

Jaynes Machine: The universal microstructure of deep neural networks. - Venkat Venkatasubramanian; N. Sanjeevrajan; Manasi Khandekar (CoRR, 2023)

Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents. - Abhishek Sivaram; Venkat Venkatasubramanian (Entropy, 2023)

SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning. - Vipul Mann; Shekhar Viswanath; Shankarraman Vaidyaraman; Jeya Balakrishnan; Venkat Venkatasubramanian (Comput. Chem. Eng., 2023)

Hybrid AI modeling techniques for pilot scale bubble column aeration: A comparative study. - Peter Jul-Rasmussen; Arijit Chakraborty; Venkat Venkatasubramanian; Xiaodong Liang; Jakob Kjøbsted Huusom (Comput. Chem. Eng., 2024)

Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game. - Venkat Venkatasubramanian; Jessica Shi 003; Leo Goldman; Arun Sankar E. M.; Abhishek Sivaram (CoRR, 2024)

What's in an embedding? Would a rose by any embedding smell as sweet? - Venkat Venkatasubramanian (CoRR, 2024)

eSFILES: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning. - Vipul Mann; Mauricio Sales-Cruz; Rafiqul Gani; Venkat Venkatasubramanian (Comput. Chem. Eng., 2024)

Building hybrid AI models in chemical engineering: A tutorial review. - Arijit Chakraborty; Naz Pinar Taskiran; Rishab Kottooru; Vipul Mann; Venkat Venkatasubramanian (Comput. Chem. Eng., 2025)

The road less traveled by. - Venkat Venkatasubramanian (Comput. Chem. Eng., 2025)

Quo Vadis ChatGPT? From large language models to Large Knowledge Models. - Venkat Venkatasubramanian; Arijit Chakraborty (Comput. Chem. Eng., 2025)

Jaynes machine: The universal microstructure of deep neural networks. - Venkat Venkatasubramanian; N. Sanjeevrajan; Manasi Khandekar; Abhishek Sivaram; Collin Szczepanski (Comput. Chem. Eng., 2025)

Arbitrage equilibria in active matter systems. - Venkat Venkatasubramanian; Abhishek Sivaram; N. Sanjeevrajan; Arun Sankar E. M. (Comput. Chem. Eng., 2025)