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View article: From sensors to insights: Technological trends in image-based high-throughput plant phenotyping
From sensors to insights: Technological trends in image-based high-throughput plant phenotyping Open
With the rapid global population growth and increasing challenges in sustainable agriculture, high-throughput plant phenotyping (HTPP) has become a vital tool for advancing crop breeding and precision agriculture. This review provides a co…
View article: Choose your diffusion: Efficient and flexible ways to accelerate the diffusion model in fast high energy physics simulation
Choose your diffusion: Efficient and flexible ways to accelerate the diffusion model in fast high energy physics simulation Open
The diffusion model has demonstrated promising results in image generation, recently becoming mainstream and representing a notable advancement for many generative modeling tasks. Prior applications of the diffusion model for both fast eve…
View article: Removal of Sulfachloropyridazine and Associated Antibiotic Resistance Genes During Anaerobic Digestion for Lactic Acid Production
Removal of Sulfachloropyridazine and Associated Antibiotic Resistance Genes During Anaerobic Digestion for Lactic Acid Production Open
Highlights Anaerobic digestion for lactic acid process can effectively remove sulfachloropyridazine. Threshold concentration for complete removal of sulfachloropyridazine is 50 mg/kg·TS. Sulfachloropyridazine did not significantly affect l…
View article: Jet tagging with more-interaction particle transformer*
Jet tagging with more-interaction particle transformer* Open
In this paper, we introduce the More-Interaction Particle Transformer (MIParT), a novel deep-learning neural network designed for jet tagging. This framework incorporates our own design, the More-Interaction Attention (MIA) mechanism, whic…
View article: Jet-Origin Identification and Its Application at an Electron-Positron Higgs Factory
Jet-Origin Identification and Its Application at an Electron-Positron Higgs Factory Open
To enhance the scientific discovery power of high-energy collider experiments, we propose and realize the concept of jet origin identification that categorizes jets into 5 quark species $(b,c,s,u,d)$, 5 anti-quarks $(\bar{b},\bar{c},\bar{s…
View article: Optimal transport for a novel event description at hadron colliders
Optimal transport for a novel event description at hadron colliders Open
We propose a novel strategy for disentangling proton collisions at hadron colliders such as the LHC that considerably improves over the current state of the art. Employing a metric inspired by optimal transport problems as the cost functio…