publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2026
- Physics-informed neural networks for solving derivative-constrained partial differential equationsPhys. Rev. E, 2026
2025
- Probability-Density-Consistent Physics-Informed Neural Networks for Stochastic Local Volatility Model CalibrationIn Proceedings of the 6th ACM International Conference on AI in Finance, 2025
- Sub-microsecond molecular motion analysis of polymer resins via transmitted X-ray blinkingOptics Express, 2025
- Physics-Informed Neural Networks for Financial Volatility Model CalibrationUCL (University College London), 2025
- Sub-microsecond 2D Molecular Motion Mapping of Polymer Resin Enabled by Machine Learning2025
2024
- Physics-Informed Neural Networks for Derivative-Constrained PDEsIn ICML 2024 AI for Science Workshop, 2024
- Whack-a-mole Online Learning: Physics-Informed Neural Network for Intraday Implied Volatility SurfaceIn Proceedings of the 5th ACM International Conference on AI in Finance, 2024
- Whack-a-mole Learning: Physics-Informed Deep Calibration for Implied Volatility SurfaceIn 2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr), 2024
2023
- No-arbitrage deep calibration for volatility smile and skewnessarXiv preprint arXiv:2310.16703, 2023
- Pricing multi-asset Bermudan commodity options with stochastic volatility using neural networksJournal of Risk and Financial Management, 2023
2013
- Diffracted X-ray tracking for monitoring intramolecular motion in individual protein molecules using broad band X-rayReview of Scientific Instruments, 2013
- 2P286 Development of wide angle Diffracted X-ray Tracking (DXT) measurement using a focusing broad band X-ray (26. Measurements, Poster)Seibutsu Butsuri, 2013
- Three-Dimensional Micro Seconds X-Ray Single Molecule Tracking of Nicotinic Acetylcholine Receptor with Picometer AccuracyBiophysical Journal, 2013
- Tracking 3D picometer-scale motions of single nanoparticles with high-energy electron probesScientific Reports, 2013
- Three-Dimensional Picometer-Scale Motions in Aqueous Solution Visualized by Diffracted Electron TrackingBiophysical Journal, 2013
2012
- Observation of Single Molecular Motion About Biological Supramolecular Enantiodifferentiating Photoreaction using Diffracted X-Ray TrackingBiophysical Journal, 2012
- High-Speed 2-Dimentional Observation of Stepwise Motions in Single nAChR and AChBP using Diffracted X-Ray Tracking (DXT)Biophysical Journal, 2012
- Multi-dimensional High-speed Single Molecular Observations from Labeled Gold-nanocrystal using X-rays and Electron2012
- Atto-Newton X-Ray Radiation Pressure Force on Gold Nanocrystal in Aqueous SolutionBiophysical Journal, 2012
- Observations of MHC Structural Changes Elicited from Antigenic Peptide using Diffracted X-Ray Tracking (DXT)2012
- Three-Dimensional Dynamical Observations of Nanocolloid in Water using Diffracted Electron TrackingBiophysical Journal, 2012
- 水溶液中金ナノ結晶にかかるaNレベルのX線放射圧In 放射光, 2012