2023
2022
2021
AI-DARWIN: A first principles-based model discovery engine using machine learning
2020
Mechanism discovery and model identification using genetic feature extraction and statistical testing
Hidden representations in deep neural networks: Part 1. Classification
2019
Control of complex sociotechnical systems: Importance of causal models and game theory
A hierarchical approach for causal modeling of process systems
The promise of artificial intelligence in chemical engineering: Is it here, finally?
2018
Social influence makes self-interested crowds smarter: An optimal control perspective
Neural Network to Understand Process Capability and Process Intermediates Acceptance Criteria in Monoclonal Antibody Production Process
How much income inequality is fair? Nash bargaining solution and connection to entropy
2017
Hybrid ontology-learning materials engineering system for pharmaceutical products: Multi-label entity recognition and concept detection
Towards a Financial Statement Based Approach to Modeling Systemic Risk in Insurance and Banking
How Much Inequality Is Fair?: Mathematical Principles of a Moral, Optimal, and Stable Capitalist Society
Statistical Teleodynamics: Toward a Theory of Emergence
Knowledge Management Framework for Emerging Infectious Diseases Preparedness and Response
2016
Soft regulation with crowd recommendation: coordinating self-interested agents in sociotechnical systems under imperfect information
TeCSMART: A hierarchical framework for modeling and analyzing systemic risk in sociotechnical systems
Integrating Design of Experiments and Principal Component Analysis to Reduce Downstream Cost of Goods in Monoclonal Antibody Production
2015
Process Systems Engineering as a Modeling Paradigm for Analyzing Systemic Risk in Financial Networks
Stoichiometric control of DNA-grafted colloid self-assembly
Model based predictive control for energy efficient biological nitrification process with minimal nitrous oxide production
How much inequality in income is fair? A microeconomic game theoretic perspective
2013
Designing DNA-grafted particles that self-assemble into desired crystalline structures using the genetic algorithm
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