output
20012026
most citedOn-the-fly machine learning force field generation: Application to melting points

688 citations

145 papers

quant-ph2026

Machine-learning-assisted material and geometry characterization from Casimir force measurement

Hideo Iizuka, Shanhui Fan

A broadband electromagnetic source is important for scientific and technological applications. Quantum vacuum fluctuations, which manifest most prominently in the Casimir effect, p…

physics.soc-ph2026

Scale-free congestion clusters in large-scale traffic networks: a continuum modeling study

Yuki Chiba, Norikazu Saito, Yuki Ueda +1

Recent empirical studies have reported that spatiotemporal congestion clusters in urban traffic exhibit scale-free statistics, with cluster size following a power-law distribution.…

cs.RO2026★ 1 cited

Vehicle Painting Robot Path Planning Using Hierarchical Optimization

Yuya Nagai, Hiromitsu Nakamura, Narito Shinmachi +2

In vehicle production factories, the vehicle painting process employs multiple robotic arms to simultaneously apply paint to car bodies advancing along a conveyor line. Designing p…

quant-ph2025

Quantum algorithm for Electromagnetic Field Analysis

Hiroyuki Tezuka, Yuki Sato

Partial differential equations (PDEs) are central to computational electromagnetics (CEM) and photonic design, but classical solvers face high costs for large or complex structures…

quant-ph2025

Joint Optimization of Electric Vehicle Routes and Charging Locations through Learning Charge Constraints Using QUBO Solvers

Akihisa Okada, Keisuke Otaki, Hiroaki Yoshida

Optimal routing problems of electric vehicles (EVs) have attracted much attention in recent years, and installation of charging stations is an important issue for EVs. Hence, we fo…

cs.LG2025

CT-OT Flow: Estimating Continuous-Time Dynamics from Discrete Temporal Snapshots

Keisuke Kawano, Takuro Kutsuna, Naoki Hayashi +2

In many real-world settings--e.g., single-cell RNA sequencing, mobility sensing, and environmental monitoring--data are observed only as temporally aggregated snapshots collected o…