Venkat Venkatasubramanian
Orcid: 0000-0002-4923-0582
According to our database1,
Venkat Venkatasubramanian
authored at least 58 papers
between 1986 and 2024.
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Bibliography
2024
<i>eSFILES</i>: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning.
Comput. Chem. Eng., February, 2024
Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game.
CoRR, 2024
2023
SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning.
Comput. Chem. Eng., November, 2023
Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents.
Entropy, July, 2023
G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer.
CoRR, 2023
2022
AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification.
CoRR, 2022
Comput. Chem. Eng., 2022
2021
Swarm Evol. Comput., 2021
Retrosynthesis prediction using grammar-based neural machine translation: An information-theoretic approach.
Comput. Chem. Eng., 2021
Comput. Chem. Eng., 2021
2020
Comput. Chem. Eng., 2020
Comput. Chem. Eng., 2020
Mechanism discovery and model identification using genetic feature extraction and statistical testing.
Comput. Chem. Eng., 2020
2019
IEEE Trans. Comput. Soc. Syst., 2019
Control of complex sociotechnical systems: Importance of causal models and game theory.
Comput. Chem. Eng., 2019
Comput. Chem. Eng., 2019
2018
Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective.
IEEE Trans. Comput. Soc. Syst., 2018
2017
Hybrid ontology-learning materials engineering system for pharmaceutical products: Multi-label entity recognition and concept detection.
Comput. Chem. Eng., 2017
2013
Comput. Chem. Eng., 2013
2011
Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system.
Comput. Chem. Eng., 2011
An optimization framework for cost effective design of refueling station infrastructure for alternative fuel vehicles.
Comput. Chem. Eng., 2011
Comput. Chem. Eng., 2011
2010
Entropy, 2010
Eng. Appl. Artif. Intell., 2010
An ontological framework for automated regulatory compliance in pharmaceutical manufacturing.
Comput. Chem. Eng., 2010
Proceedings of the Database Systems for Advanced Applications, 2010
2009
What is Fair Pay for Executives? An Information Theoretic Analysis of Wage Distributions.
Entropy, 2009
Cyberinfrastructure, informatics, and intelligent systems: Commentary on the new thematic area for Computers and Chemical engineering.
Comput. Chem. Eng., 2009
Classes of Optimal Network Topologies Under Multiple Efficiency and Robustness Constraints.
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the American Control Conference, 2009
2008
A domain-specific compiler theory based framework for automated reaction network generation.
Comput. Chem. Eng., 2008
High fidelity mathematical model building with experimental data: A Bayesian approach.
Comput. Chem. Eng., 2008
Proceedings of the Fourth International Conference on e-Science, 2008
2007
Eng. Appl. Artif. Intell., 2007
A theory of design of complex teleological systems: Unifying the Darwinian and Boltzmannian perspectives.
Complex., 2007
Proceedings of the Computational Science, 2007
2006
Ontological informatics infrastructure for pharmaceutical product development and manufacturing.
Comput. Chem. Eng., 2006
A systematic framework for the design of reduced-order models for signal transduction pathways from a control theoretic perspective.
Comput. Chem. Eng., 2006
2005
Prognostic and diagnostic monitoring of complex systems for product lifecycle management: Challenges and opportunities.
Comput. Chem. Eng., 2005
2004
Application of signed digraphs-based analysis for fault diagnosis of chemical process flowsheets.
Eng. Appl. Artif. Intell., 2004
Entropy Maximization as a Holistic Design Principle for Complex Optimal Networks and the Emergence of Power Laws
CoRR, 2004
Comput. Chem. Eng., 2004
A hybrid genetic algorithm for efficient parameter estimation of large kinetic models.
Comput. Chem. Eng., 2004
2003
A review of process fault detection and diagnosis: Part I: Quantitative model-based methods.
Comput. Chem. Eng., 2003
A review of process fault detection and diagnosis: Part III: Process history based methods.
Comput. Chem. Eng., 2003
A review of process fault detection and diagnosis: Part II: Qualitative models and search strategies.
Comput. Chem. Eng., 2003
Comput. Chem. Eng., 2003
1998
Parametric Sensitivity and Search-Space Characterization Studies of Genetic Algorithms for Computer-Aided Polymer Design.
J. Chem. Inf. Comput. Sci., 1998
1995
Evolutionary Design of Molecules with Desired Properties Using the Genetic Algorithm.
J. Chem. Inf. Comput. Sci., 1995
1986