Although deep-learning has been successfully applied in a variety of science and engineering problems owing to its strong high-dimensional nonlinear mapping capability, it is of limited use in scientific knowledge
Machine-Learning Non-Conservative Dynamics for New-Physics Detection. (arXiv:2106.00026v1 [cs.LG])
Energy conservation is a basic physics principle, the breakdown of which often implies new physics. This paper presents a method for data-driven “new physics” discovery. Specifically, given a trajectory governed
Determination of Hydrated Phases of Nanosilica incorporated C3S and \b{eta}-C2S using Nanoindentation Technique. (arXiv:2106.00040v1 [cond-mat.mtrl-sci])
Analysis of the mechanical properties of key phases of cementitious systems during hydration at the nanoscale is vital for a better understanding of the type and formation of key cement
Machine learning potentials for complex aqueous systems made simple. (arXiv:2106.00048v1 [physics.chem-ph])
Simulation techniques based on accurate and efficient representations of potential energy surfaces are urgently needed for the understanding of complex aqueous systems such as solid-liquid interfaces. Here, we present a
An Innovative Ecosystem for Accelerator Science and Technology. (arXiv:2106.00056v1 [physics.ed-ph])
The emergence of new technologies and innovative communication tools permits us to transcend societal challenges. While particle accelerators are essential instruments to improve our quality of life through science and
Self-injection locking of the gain-switched laser diode. (arXiv:2106.00060v1 [physics.optics])
We experimentally observed self-injection locking regime of the gain-switched laser to high-Q optical microresonator. We revealed that comb generated by the gain-switched laser experiences a dramatic reduce of comb teeth
High resolution mid-infrared optical coherence tomography with kHz line rate. (arXiv:2106.00067v1 [physics.optics])
We report on Mid-infrared (MIR) OCT at 4 $\mu$m based on collinear sum-frequency upconversion and promote the A-scan scan rate to 3 kHz. We demonstrate the increased imaging speed for
The Role of bilinguals in the Bayesian naming game. (arXiv:2106.00069v1 [physics.soc-ph])
We study the basic naming game model and the recently introduced Bayesian naming game model, in which the name learning processes are described more realistically within a Bayesian learning framework.
Photon Masks for the ILC Positron Source with 175 and 250 GeV Electron Drive Beam. (arXiv:2106.00074v1 [physics.acc-ph])
In the future the International Linear Collider (ILC), a helical undulator-based polarized positron source, is expected to be chosen. A high energy electron beam passes through a superconducting helical undulator
Entanglement Effect and Angular Momentum Conservation in a Non-separable Tunneling Treatment. (arXiv:2106.00078v1 [physics.chem-ph])
The important, and often dominant, role of tunneling in low temperature kinetics has resulted in numerous theoretical explorations into the methodology for predicting it. Nevertheless, there are still key aspects
