Andrés Tovar
Engineering · Purdue University West Lafayette
Publications
208
Citations
3,383
Est. group size
~3
Recurring co-author estimate
Active years
24
Publishing since 2003
Andrés Tovar works on computational design methods in mechanical engineering, especially topology optimization (finding the most efficient material layout for a structure) and multi-objective optimization (balancing multiple competing design goals). His recent work combines these methods with machine learning, Bayesian optimization, and CAD automation to design things like heat exchangers, vehicle structures, and lightweight lattice materials. He also has some work applying similar optimization and modeling techniques to battery materials and biomechanics.
Publication output has declined over the last decade, dropping from over 20 papers per year around 2017-2019 to roughly 6-8 per year in recent years.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Leveraging Large Language Models for Natural Language-Driven CAD Automation and Multi-Objective Optimization in Thermal Component Design
SAE technical papers on CD-ROM/SAE technical paper series · 2026
- Multiscale topology optimization using machine learning and displacement-driven microstructures
Structural and Multidisciplinary Optimization · 2025
- A Comprehensive Study of Gaussian Process-Based Multi-Objective Multi-Fidelity Modeling Techniques and its Applications to Shell-and-Tube Heat Exchanger Design
SAE technical papers on CD-ROM/SAE technical paper series · 2025
- Topology Optimization of Multibody Systems Undergoing Dynamic Loading using an Equivalent Static Displacement Method
SAE technical papers on CD-ROM/SAE technical paper series · 2025
- Multi-Objective Bayesian Optimization of Pin Fin Heat Exchangers Supported by a Novel Python CAD Automation Tool
2025
- Active Disturbance Rejection Control for a Self-Driving Racecar
2025
- Charge storage and operando electrochemical dilatometry of MXene electrodes in ionic liquids
Energy storage materials · 2024
- Efficient Design of Shell-and-Tube Heat Exchangers Using CAD Automation and Fluid flow Analysis in a Multi-Objective Bayesian Optimization Framework
SAE International Journal of Advances and Current Practices in Mobility · 2024
- SIMULTANEOUS TOPOGRAPHY OPTIMIZATION OF A VEHICLE HULL AND TOPOLOGY OPTIMIZATION OF THE ASSEMBLY INTERFACE FOR BLAST MITIGATION
SAE technical papers on CD-ROM/SAE technical paper series · 2024
- Dehomogenization for Multiscale Topology Optimization via Triangular Lattice Structures
2024
- Topology Optimization of Multibody Systems Undergoing Dynamic Loading Using an Equivalent Static Displacement Method
2024
- Evaluation of Neural Network-Based Derivatives for Topology Optimization
Journal of Mechanical Design · 2023
- Multi-Objective Bayesian Optimization Supported by an Expected Pareto Distance Change
Journal of Mechanical Design · 2023
- Characterization of the ankle dynamic joint stiffness as a function of gait speed for overground and treadmill walking
Medical Engineering & Physics · 2023
- Design of a Crease Pattern for Pre-Folded Origami Structures to Improve Vehicle Crashworthiness
SAE technical papers on CD-ROM/SAE technical paper series · 2023
- SAE technical papers on CD-ROM/SAE technical paper series×20
- Author eBooks×14
- Journal of Mechanical Design×7
- IUScholarWorks (Indiana University)×5
- Procedia Manufacturing×4
- Neal Patel
Engineering · Purdue University West Lafayette
- Serdar Ozguc
Engineering · Purdue University West Lafayette
- Joel C. Najmon
Engineering · Purdue University West Lafayette
- Prathamesh Chaudhari
Computer Science · Purdue University West Lafayette
- William Crossley
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile