Computing Center

"The New Era of Tech-Enabled Traceability": Tensions between the FDA’s Data Governance Vision and the Lived Realities of Food Producers

The U.S. Food and Drug Administration (FDA)’s Food Traceability Rule, promulgated as part of the Food Safety Modernization Act (FSMA), requires agri-food supply chain stakeholders (stakeholders) —including farmers, fishers, retail workers, and others—to maintain detailed tracking...

Buckling of carbon nanotubes using molecular dynamics simulation: Investigating the effect of boron doping by considering the interaction energy

This study investigates the atomic-scale stability and buckling behavior of boron-doped carbon nanotubes (CNTs) using molecular dynamics simulations. After equilibration in the NVT ensemble, we applied compressive deformation to evaluate the mechanical response and structural evo...

Training Energy-Based Models with Non-MCMC Samplers and Efficient Temperature Estimation

Efficient sampling from Boltzmann distributions over discrete variables is a fundamental operation in a wide range of applications. While fast non-Markov chain Monte Carlo (MCMC) samplers have recently emerged as promising alternatives to conventional MCMC methods, their practica...

Application of artificial neural networks for prediction modeling and analysis of the thermophysical properties of Fe₃O₄/water ferrofluid using experimental measurement

Abstract The use of nanofluids has attracted significant attention due to their improved thermal performance compared with conventional heat transfer fluids. Because nanoparticles are on the nanometer scale, problems such as channel blockage and severe abrasion can be reduced. Am...

Noise protected logical qubit in an open chain of superconducting qubits with ultrastrong interactions

To achieve a fault-tolerant quantum computer, it is crucial to increase the coherence time of quantum bits. In this work, we theoretically investigate a system consisting of a series of superconducting qubits that alternate between XX and YY ultrastrong interactions. By consideri...

Research on the Deep Correlation Between Prime Gaps and π Based on the Superposition of Eight-Ridge and Π-Ridge Topology

Abstract: Based on the PDSM-NT primitive vortex number theory system, this paper constructs an eight-ridge topological model of primes under the CY₃ Calabi–Yau manifold and introduces the core axial structure, the Π-ridge. Breaking the limitation of traditional number theory that...

Research on the Deep Correlation Between Prime Gaps and π Based on the Superposition of Eight-Ridge and Π-Ridge Topology

Abstract: Based on the PDSM-NT primitive vortex number theory system, this paper constructs an eight-ridge topological model of primes under the CY₃ Calabi–Yau manifold and introduces the core axial structure, the Π-ridge. Breaking the limitation of traditional number theory that...