Prediction Science Seminar
| Date | Title | Speaker |
|---|---|---|
| Dec. 5th, 2024 (31st) |
Efficient and Robust Machine Learning with Tensor Networks | Dr. Qibin Zhao |
| Nov. 14th, 2024 (30th, DA Joint seminar) |
Gaussian Process emulation of simulators, with application to convection, climate simulations, and tsunami detection from buoys and satellites through history matching of simulations | Prof. Serge Guillas |
| Oct. 31st, 2024 (29th) |
A Machine Learning Approach to the Observation Operator for Satellite Radiance Data Assimilation | Dr. Jianyu Liang |
| Oct. 8th, 2024 (28th) |
In vitro culture platform to control spatial environmental cues for high quality data acquisition of cellular dynamics | Dr. Masaya Hagiwara |
| Sep. 24th, 2024 (27th, DA Joint seminar) |
Control theory for nonstationary stochastic systems and its applications | Assoc.Prof. Yohei Hosoe |
| Jul. 10th, 2024 (26th, DA Joint seminar) |
Deep Bayesian Filter for nonlinear data assimilation | Dr. Yuta Tarumi |
| Apr. 12th, 2024 (25th) |
Uniform error bounds of the ensemble transform Kalman filter with multiplicative covariance inflation for chaotic dynamics | Mr. Kota Takeda |
| Apr. 11th, 2024 (24th) |
A Protein Language Model for Exploring Viral Fitness Landscapes | Assoc.Prof. Jumpei ITO |
| Feb. 19th, 2024 (23rd) |
On the Number of Nodes in Autoencoders with Linear Threshold Activation Functions and Random Forests | Prof. Tatsuya Akutsu |
| Feb. 14th, 2024 (22nd) |
Fourier analytical understanding of chaos in RNN and non-separable function space in DNN | Prof. Tsuyoshi Yoneda |
| Jan. 25th, 2024 (21st) |
Development of a downscaling method for climate model simulation and application to impact assessment and adaptation using a land model | Assoc.Prof. Takao YOSHIKANE |
| Nov. 24th, 2023 (20th) |
Implementing Reservoir Computing in Practice | Dr. Kengo NAKAI |
| Sep. 19th, 2023 (19th, BDR joint seminar) |
Decoding cellular deformation from pseudo-simultaneously observed multiple molecular activities and their coordination | Dr. Katsuyuki Kunida |
| June 30th, 2023 (18th) |
Spreading phenomena of reaction-diffusion systems and Liouville-type theorem | Assoc.Prof. Masahiko Shimojo |
| Apr. 21, 2023 (17th) |
Mathematical modeling of a self-propelled materials motion and its mathematical analysis | Prof. Masaharu Nagayama |
| Apr. 17, 2023 (16th) |
Analysis of Biological Networks by Graph Theory-based Methods | Dr. Ruiming Li |
| April 6, 2023 (15th) |
Recent trends in deep generative models and world models | Dr. Masahiro Suzuki |
| Jan. 24, 2023 (14th) |
Decoding mental conflict between reward and curiosity from irrational behaviors | Prof. Naoki Honda |
| Jan. 23, 2023 (13th, iTHEMS joint seminar) |
Physics-informed deep learning approach for modeling crustal deformation | Dr. Naonori Ueda |
| Nov. 1, 2022 (12th) |
Multidimensional Smale Horseshoe Maps: Paradigm of Chaos | Dr. Jizhou Li (iTHEMS) |
| Sep. 16, 2022 (11th) |
Optimising drinking water treatment with data and modelling: An Australian perspective and future directions | Dr. Edoardo Bertone |
| Sep. 15, 2022 (10th) |
Predicting evolutionary dynamics from time series of genetic data | Prof. Takashi Okada |
| July 12, 2022 (9th) |
Actin waves in the cortex of amoeboid cells - from data to models | Prof. Carsten Beta |
| May 11, 2022 (8th, 2nd joint seminar) |
Towards acceleration of a high-resolution weather model with machine learning: a summary of short-IPA internship | Ms. Audrey Gonzalo (RIKEN) |
| Mar. 24, 2022 (7th) |
Detection of tropical cyclones and their precursors using deep convolutional neural networks | Dr. Daisuke Matsuoka |
| Feb. 18, 2022 (6th, 1st joint seminar) |
Coexisting Chaotic and Non-chaotic Attractors, Multistability, Multiscale Instability, and Predictability within Lorenz Models | Prof. Bo-Wen Shen |
| Jan. 7, 2022 (5th) |
Neural Processes for Large-Scale Spatiotemporal Data | Prof. Rose Yu |
| Nov. 12, 2021 (4th) |
Diffusion enhancement induced by hydrodynamic flow | Prof. Hiroyuki Kitahata |
| Sep. 3, 2021 (3rd) |
Mathematical model based prediction and application | Prof. Shingo Iwami |
| Aug. 6, 2021 (2nd) |
Digital Twin for managing complex systems in maritime industry | Prof. Taiga Mitsuyuki |
| Apr. 9, 2021 (1st) |
Conflicts and trade-offs in relation to sex | Dr. Thomas Hitchcock |