LLM‐Based Scientific Assistants for Knowledge Extraction: Which Design Choices Matter?
A comprehensive framework for optimizing Large Language Models in domain‐specific applications is introduced. The LLM Playground integrates Prompt Engineering, knowledge augmentation, and advanced reasoning strategies to enable systematic comparison of architectures and base models.
David Exler +7 more
wiley +1 more source
High performance IP lookup through GPU acceleration to support scalable and efficient routing in data driven communication networks. [PDF]
Sonai V +4 more
europepmc +1 more source
Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art
Cell segmentation underpins many biological image analysis tasks, yet most deep learning methods remain limited to 2D despite the inherently 3D nature of cellular processes. This review surveys segmentation approaches beyond 2D, comparing 2.5D and fully 3D methods, analyzing 31 models and 32 volumetric datasets, and introducing a unified reference ...
Fabian Schmeisser +6 more
wiley +1 more source
Workflow Analysis for CGH Generation with Speckle Reduction and Occlusion Culling Using GPU Acceleration. [PDF]
Serón FJ, Blesa A, Sanz D.
europepmc +1 more source
GPU Acceleration of Homomorphic Encryption Scheme Conversion
A new category of Fully Homomorphic Encryption (FHE) schemes, first presented in CHIMERA, offers methods of converting between different schemes to circumvent the disadvantages found inherently in each individually.
Quaggiotto, Emilio Ramon
core
This article implements a unified human digital twin framework that integrates cutting edge actuation, sensing, simulation, and bidirectional feedback capability. The approach includes integrating multimodal sensing, AI, and biomechanical simulation into one compact system.
Tajbeed Ahmed Chowdhury +4 more
wiley +1 more source
Introducing GPU Acceleration into the Python-Based Simulations of Chemistry Framework. [PDF]
Li R, Sun Q, Zhang X, Chan GK.
europepmc +1 more source
Real-time colour hologram generation based on ray-sampling plane with multi-GPU acceleration. [PDF]
Sato H +9 more
europepmc +1 more source
Holographic Mapping of Orbital Angular Momentum using a Terahertz Diffractive Optical Neural Network
A compact six‐layer diffractive optical neural network enables direct recognition and spatial mapping of terahertz (THz) orbital angular momentum (OAM) beams. Fabricated by 3D printing, the system distinguishes nine OAM modes and their superpositions with high fidelity, good efficiency, and low crosstalk, offering a scalable solution for THz ...
Wei Jia +3 more
wiley +1 more source
Enhancing SILCS-MC via GPU Acceleration and Ligand Conformational Optimization with Genetic and Parallel Tempering Algorithms. [PDF]
Zhao M, Yu W, MacKerell AD.
europepmc +1 more source

