Talks & Presentations
Upcoming talks
June, 2026
Better Protein Function Prediction by Modeling Survivorship Bias
Oral Presentation
AI4X – Accelerate Conference 2026, Singapore
July - August, 2026
Scalable Bayesian Optimization of Composite Functions for High-dimensional Digital Twin Calibration
Poster Presentation
i-SIM Workshop 2026, Raleigh, NC
November, 2026
Evo-PU: Modeling Survivorship Bias with Positive-Unlabeled Learning for Protein Function Prediction
Oral Presentation
INFORMS Annual Meeting 2026, San Francisco, CA
Past talks
March, 2026
Scaling Bayesian Optimization of Composite Functions for High-Dimensional Inverse Problems: Application to Electron Microscopy
Oral Presentation
Adaptive Data Acquisition Methods In Scientific Machine Learning Mini Symposium at SIAM Conference on Uncertainty Quantification (UQ26), Minneapolis, MN, USA
January, 2026
Solving High-dimensional Image Inverse Problems via Bayesian Optimization: Applications in Electron Microscopy
Oral Presentation
Mathematics Seminar, Department of Mathematics, Faculty of Science, Mahidol University, Bangkok, Thailand
October, 2025
Scalable Bayesian Optimization of Composite Functions for High-Dimensional Inverse Problems in Electron Microscopy
Oral Presentation
INFORMS 2025, Atlanta, GA, USA
September, 2025
Bayesian Optimization of a Protein Complex Formulation for Enhanced Thermal Stability in Food Systems
Poster Presentation
CAFE workshop in AutoML 2025 conference, New York City, NY, USA
Fast Bayesian Optimization of Function Networks with Partial Evaluations
Oral & Poster Presentations
AutoML 2025, New York City, NY, USA
August, 2025
Accelerating Nanoscale Characterization with Bayesian Optimization of Electron Microscopy
Poster Presentation
Accelerate 2025, Toronto, ON, Canada
October, 2024
Bayesian Optimization for Scientific Discovery: the Value of Function Networks and Partial Evaluations
Oral Presentation
INFORMS 2024, Seattle, WA, USA
July, 2024
Bayesian Optimization of Function Networks with Partial Evaluations
Poster Presentation
International Conference on Machine Learning (ICML 2024), Vienna, Austria
Bayesian Optimization of Function Networks with Partial Evaluations
Oral Presentation
A-Exam (Candidacy Exam), Cornell University, NY, USA
October, 2023
Bayesian Optimization of Function Networks with Partial Evaluations
Oral Presentation
INFORMS 2023, Phoenix, AZ, USA
October, 2022
Bayesian Optimization with RKHS Kernels for Set-valued Input Functions
Oral Presentation
INFORMS 2022, Indianapolis, IN, USA
December, 2020
A Linear Programming Approach to (t,r) Broadcast Domination Number
Oral Presentation
ICMA-MU 2020: International Conference in Mathematics and Applications, Bangkok, Thailand
July, 2020
Positive Definite Kernels on Sets of Finite Sets with Application to Gaussian Process Probabilistic Prediction and Bayesian Optimization
Oral Presentation
M.Sc. Thesis Defense, Mahidol University, Bangkok, Thailand
June, 2020
Influence of Heuristic Search Strategy for Optimization Acquisition Function in Bayesian Combinatorial Optimization
Oral Presentation
Annual Pure and Applied Mathematics National Conference (APAM 2020), Online
July, 2019
Gaussian Process Regression with Set Inputs
Oral Presentation
Tuesday Afternoon Meeting (TAM), Idiap Research Institute, Martigny, Switzerland
December, 2018
A RKHS Embedding Approach to Gaussian Process Regression When Inputs are Point Sets
Oral Presentation
ICMA-MU 2018: International Conference in Mathematics and Applications, Bangkok, Thailand
March, 2016
Daily Food Planning for Thai Children (Age 1–3 year) by using a Mathematical Model
Oral Presentation
Operations Research Network of Thailand (OR-NET) Conference 2016, Bangkok, Thailand