Vol. 2 No. 01 (2026): Fundamental Scientific Reports in Multidisciplinary Areas

Articles

• Value-of-Information Constrained Agentic RL for Web Agents with Tool-Call Costs and Failure Risk

  James R. Bailey, Daniel J. Steinberg, Emily K. Black

  8-15

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• Efficient Signal Representation Learning for Communication and Sensing Systems

  William Anderson, Catherine Miller, Thomas Jenkins, Elizabeth Hayes

  164-175

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• Uncertainty-Aware Policy Optimization for Robust Multi-Agent Decision Making under Partial Observability

  Erik Andersson, Johan Svensson, Lars Johansson

  66-73

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• Reshaping Enterprise Cost Accounting under the Background of New Quality Productive Forces: Logic and Practical Pathways

  Sofia Cabezon Wang

  247-255

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• Interpretable Machine Learning and Biomarker Discovery for Cancer Risk Assessment

  Sofia Russo, Sofia Grayson, Michael Peterson

  141-152

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• LLM-Driven Multi-Agent Decision Systems with Reinforcement Learning-Based Adaptive Communication

  James Smith, Emily Brown, Daniel Williams

  51-58

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• Single-Cell Multiomics of Macrophage Polarization in Inflammatory Microenvironments

  Kyungsoo Song, Sandrine Charpentier

  227-235

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• Robust Learning of Embodied Models under Resource Constraints

  Noah Callaghan

  119-129

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• StreamSQL-Repair-Bench: Does Execution Feedback Let Agents Fix Event-Time Streaming SQL?

  Zhuoxi Wang, Jingwen Hou

  299-306

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• Game-Theoretic Analysis of Memory Poisoning Dynamics in Competitive Multi-Agent Collaboration

  Jeroen van der Meer, Pieter de Vries, Thomas van Dijk

  32-38

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• Emerging Immune Checkpoints Beyond PD-1/PD-L1 in Solid Tumor Immunotherapy

  Alina Svoboda, Amandine Marchand, Milan Oliveira

  206-215

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• Spatiotemporal Representation Learning and Graph-Based Event Reasoning for Complex Video Understanding

  Jonathan Abernathy, Amelia Hartmann

  94-105

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• A lightweight video violence detection method based on multi-scale temporal pyramid networks

  Liu Pan, Liu Guangbin, Tadiwa Elisha Nyamasvisva

  277-287

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• Evolutionary Dynamics of Memory Poisoning in Cooperative Agent Populations

  James R. Bailey, Daniel J. Steinberg, Emily K. Black

  16-23

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• Graph Neural Networks for Complex Relational Modeling and Knowledge Discovery

  Amelia Moritz

  176-192

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• Neural Operators Simulate Toxic Bloom Dynamics in Freshwater Ecosystems at Scale

  Ming Zhao, Ruihan Qiao, Matteo Ferri

  74-86

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• Research on the Effect of Digital Intelligence Technology Empowering the Overseas Dissemination of Chinese Popular IP Short Videos in the Context of New Media

  Qin Guo, Ruihong Yang

  256-267

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• Integrated Assessment of HIV-1 Cure Strategies Through Reservoir Burden Reduction and Rebound Risk Modeling in Humanized Mouse Systems

  Hiroshi Tanaka, Yuki Nakamura, Kenji Sato

  1-7

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• U-PASS and Beyond: Statistical Power Analysis and Genetic Modeling of Qualitative Traits in GWAS

  Sofia Lindholm, Sofia Serrano, Sofia Callaghan, Amelia Croft

  153-163

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• Graph Attention Reinforcement Learning for Structured Interaction in Cooperative Decision Networks

  Mikkel Jensen, Anders Nielsen, Rasmus Pedersen

  59-65

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• Corporate Financial Digital Transformation: Operating Logic, Value Mechanism and Practical Route

  Sofia Cabezon Wang

  236-246

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• Task Execution and Interactive Learning of Embodied Agents in Complex Open Environments

  Julian Westwood, Noah Holmgren

  130-140

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• Reinforcement Learning Optimizes Irrigation Scheduling Under Water Scarcity Constraints

  Chunyang He

  39-50

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• Gene-Edited Pig Organ Xenotransplantation: Translational Progress and Clinical Safety Challenges

  Klara Nielsen, Carolyn Edmond

  216-226

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• Robust Object Detection and Recognition Algorithms for Complex Environments

  Amelia Nordin, Beatrice Davenport, Christian Vogel

  106-118

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• Artificial Intelligence in EFL Writing Instruction: A Critical Narrative Review of Feedback, Pedagogical Integration, and Learning Outcomes

  Bi Zhuoqun, Chen Guangyu, Gao Yu, Dr. Nooreen Noordin

  288-298

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• Energy-Based Stability Control for Suppressing Memory Poisoning in Multi-Agent Collaborative Systems

  Lukas Schneider, Anna Becker, Felix Wagner

  24-31

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• PrivGuard: A Privacy-Preserving and Robust Defense Framework for Multi-Scenario Learning Systems

  Amelia Kovacs

  193-205

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• Centralized Training with Decentralized Execution for Scalable Coordination in Distributed Decision Environments

  Lukas Meier, Anna Schmid, David Müller

  87-93

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• The Linguistic Features of Online Clothing Store Names from a Sociolinguistic Perspective With social and cultural analysis

  Shumei Li, Yuhan Wang

  267-277

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