Jiangce Chen
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View article: Enforcing the Principle of Locality for Physical Simulations with Neural Operators
Enforcing the Principle of Locality for Physical Simulations with Neural Operators Open
Time-dependent partial differential equations (PDEs) for classic physical systems are established based on the conservation of mass, momentum, and energy, which are ubiquitous in scientific and engineering applications. These PDEs are stri…
View article: Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators
Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators Open
High-fidelity, data-driven models that can quickly simulate thermal behavior during additive manufacturing (AM) are crucial for improving the performance of AM technologies in multiple areas, such as part design, process planning, monitori…
View article: Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data Open
The temperature history of an additively manufactured part plays a critical role in determining process–structure–property relationships in fusion-based additive manufacturing (AM) processes. Therefore, fast thermal simulation methods are …
View article: A centenary tale: population genetic insights into the introduction history of the oriental fire-bellied toad (Bombina orientalis) in Beijing
A centenary tale: population genetic insights into the introduction history of the oriental fire-bellied toad (Bombina orientalis) in Beijing Open
Background The successful establishment of a species population following a single introduction of a few individuals to a non-native area has been limited. Nevertheless, the oriental fire-bellied toad ( Bombina orientalis ) population in B…
View article: Additional file 2 of A centenary tale: population genetic insights into the introduction history of the oriental fire-bellied toad (Bombina orientalis) in Beijing
Additional file 2 of A centenary tale: population genetic insights into the introduction history of the oriental fire-bellied toad (Bombina orientalis) in Beijing Open
Additional file 2: Data S1. Individual mitochondrial DNA haplotypes and microsatellite genotype data.
View article: Microcrack connectivity in rocks: a real-space renormalization group approach for 3D anisotropic bond percolation
Microcrack connectivity in rocks: a real-space renormalization group approach for 3D anisotropic bond percolation Open
The onset of microcrack conductivity in anisotropic rocks, which is a concern in hydraulic fracturing, was treated as a three-dimensional (3D) bond percolation problem where the bonds in the three orthogonal directions are presented with d…