Thiparat Chotibut

Orcid: 0000-0002-8936-1413

According to our database1, Thiparat Chotibut authored at least 21 papers between 2018 and 2025.

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Bibliography

2025
On fundamental aspects of quantum extreme learning machines.
Quantum Mach. Intell., June, 2025

Correction to: Quantum next generation reservoir computing: an efficient quantum algorithm for forecasting quantum dynamics.
Quantum Mach. Intell., June, 2025

Connecting phases of matter to the flatness of the loss landscape in analog variational quantum algorithms.
CoRR, June, 2025

Role of scrambling and noise in temporal information processing with quantum systems.
CoRR, May, 2025

A unifying account of warm start guarantees for patches of quantum landscapes.
CoRR, February, 2025

CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks.
CoRR, January, 2025

Interval maps mimicking circle rotations.
Commun. Nonlinear Sci. Numer. Simul., 2025

Practical Quantum Circuit Implementation for Simulating Coupled Classical Oscillators.
IEEE Access, 2025

2024
Quantum next generation reservoir computing: an efficient quantum algorithm for forecasting quantum dynamics.
Quantum Mach. Intell., December, 2024

Dissipation alters modes of information encoding in small quantum reservoirs near criticality.
CoRR, 2024

2023
Diffusion probabilistic models enhance variational autoencoder for crystal structure generative modeling.
CoRR, 2023

StrainNet: Predicting crystal structure elastic properties using SE(3)-equivariant graph neural networks.
CoRR, 2023

2022
Unpredictable dynamics in congestion games: memory loss can prevent chaos.
CoRR, 2022

2021
Explainable Natural Language Processing with Matrix Product States.
CoRR, 2021

Quantum diffusion map for nonlinear dimensionality reduction.
CoRR, 2021

Follow-the-Regularized-Leader Routes to Chaos in Routing Games.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
The route to chaos in routing games: When is price of anarchy too optimistic?
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Biologically Plausible Sequence Learning with Spiking Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Broken Detailed Balance and Non-Equilibrium Dynamics in Noisy Social Learning Models.
CoRR, 2019

The route to chaos in routing games: Population increase drives period-doubling instability, chaos & inefficiency with Price of Anarchy equal to one.
CoRR, 2019

2018
Expectation propagation: a probabilistic view of Deep Feed Forward Networks.
CoRR, 2018


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