Talks & Presentations
Upcoming talks
Past talks
- March, 2026
- Scaling Bayesian Optimization of Composite Functions for High-Dimensional Inverse Problems: Application to Electron Microscopy
- Oral Presentation [Slides]
- 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 [Slides]
- 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 [Slides]
- INFORMS 2025, Atlanta, GA, USA
- September, 2025
- Bayesian Optimization of a Protein Complex Formulation for Enhanced Thermal Stability in Food Systems
- Poster Presentation [Poster]
- CAFE workshop in AutoML 2025 conference, New York City, NY, USA
- September, 2025
- Fast Bayesian Optimization of Function Networks with Partial Evaluations
- Oral & Poster Presentations [Slides, Poster]
- AutoML 2025, New York City, NY, USA
- August, 2025
- Accelerating Nanoscale Characterization with Bayesian Optimization of Electron Microscopy
- Poster Presentation [Poster]
- Accelerate 2025, Toronto, ON, Canada
- October, 2024
- Bayesian Optimization for Scientific Discovery: the Value of Function Networks and Partial Evaluations
- Oral Presentation [Slides]
- INFORMS 2024, Seattle, WA, USA
- July, 2024
- Bayesian Optimization of Function Networks with Partial Evaluations
- Poster Presentation [Poster]
- International Conference on Machine Learning (ICML 2024), Vienna, Austria
- July, 2024
- Bayesian Optimization of Function Networks with Partial Evaluations
- Oral Presentation [Slides]
- 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 [Slides]
- 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 [Slides]
- 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 [Slides]
- Annual Pure and Applied Mathematics National Conference (APAM 2020), Online
- July, 2019
- Gaussian Process Regression with Set Inputs
- Oral Presentation [Slides]
- 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 [Slides]
- 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 [Slides (Thai)]
- Operations Research Network of Thailand (OR-NET) Conference 2016, Bangkok, Thailand
