Latest Articles for Research Methodologies

Computer Vision and Pattern Recognition Decoding Video-LMMs: A Clearer Path Forward

Unpacking the key elements driving video understanding in large multimodal models.

Orr Zohar, Xiaohan Wang, Yann Dubois

2025-03-12T10:25:57+00:00 ― 7 min read

Computation and Language Rethinking Entity Recognition: A New Approach

Researchers are reshaping entity recognition methods with better evaluation strategies.

Jonas Golde, Patrick Haller, Max Ploner

2025-03-11T05:32:33+00:00 ― 6 min read

Quantum Physics Evaluating Quantum Errors with Multi-Layer Cycle Benchmarking

Learn how MLCB enhances reliability in quantum computing error measurement.

Alessio Calzona, Miha Papič, Pedro Figueroa-Romero

2025-03-10T10:42:36+00:00 ― 4 min read

Combinatorics The Intricacies of Higher Bruhat Orders

Explore a fascinating area of mathematics connecting sets and relationships.

Herman Chau

2025-03-09T13:23:20+00:00 ― 6 min read

New insights into quantum criticality through Rotational Grüneisen Ratio in anisotropic materials.

Shohei Yuasa, Yohei Kono, Yuta Ozaki

2025-03-09T02:04:10+00:00 ― 6 min read

Computer Vision and Pattern Recognition Stability in Explainable AI: A Deep Dive

Researchers work to make AI explanations clearer and more reliable.

Miquel Miró-Nicolau, Antoni Jaume-i-Capó, Gabriel Moyà-Alcover

2025-03-08T18:09:27+00:00 ― 6 min read

Numerical Analysis Simplifying Charged Particle Transport for Better Medical Outcomes

New method improves predictions in medical particle transport, speeding up treatments.

Pia Stammer, Tiberiu Burlacu, Niklas Wahl

2025-03-08T10:56:36+00:00 ― 7 min read

Image and Video Processing Revolutionizing CT Imaging with 2DeteCT Dataset

New dataset enables better comparisons of CT reconstruction algorithms.

Maximilian B. Kiss, Ander Biguri, Zakhar Shumaylov

2025-03-07T15:27:54+00:00 ― 7 min read

Computation Sampling Methods: The Dance of Data

Learn how sampling methods tackle complex data challenges with dynamic adjustments.

Jakob Robnik, Uroš Seljak

2025-03-07T00:46:59+00:00 ― 6 min read

Computation and Language Streamlining Topic Modeling with LITA

Discover how LITA simplifies topic modeling using AI for better insights.

Chia-Hsuan Chang, Jui-Tse Tsai, Yi-Hang Tsai

2025-03-04T13:02:33+00:00 ― 7 min read

Neuroscience Zebrafish: Masters of Movement and Balance

Understand how zebrafish maintain balance and adapt when senses are impaired.

Samantha N. Davis, Yunlu Zhu, David Schoppik

2025-03-02T16:09:36+00:00 ― 5 min read

Machine Learning Decoding Causal Relationships with Flow Models

Learn how flow models improve understanding of cause and effect.

Minh Khoa Le, Kien Do, Truyen Tran

2025-03-01T12:32:13+00:00 ― 7 min read

Machine Learning Smoothing the Data Gap with TDSS

A new method improves data adaptation between different sources.

Wei Chen, Guo Ye, Yakun Wang

2025-03-01T01:34:57+00:00 ― 6 min read

High Energy Physics - Experiment Lepton Flavour Universality: New Insights from Particle Collisions

Scientists examine lepton behaviour, confirming existing physics theories with new data.

ATLAS Collaboration

2025-02-27T19:09:30+00:00 ― 6 min read

Human-Computer Interaction Mobilizing the Future: AI and Public Engagement

Exploring how AI, through fun methods, can influence public mobilization.

Manuel Cebrian, Petter Holme, Niccolo Pescetelli

2025-02-27T12:40:03+00:00 ― 9 min read

Applications Mastering Signal Recovery in Complex Data

Learn how to extract meaningful signals from noisy data across various fields.

Mariia Legenkaia, Laurent Bourdieu, Rémi Monasson

2025-02-26T08:14:28+00:00 ― 6 min read

Methodology Evaluating Causal Discovery Algorithms: A Quest for Clarity

Unraveling the challenges of evaluating algorithms in causal discovery.

Anne Helby Petersen

2025-02-25T22:04:06+00:00 ― 7 min read

Genomics The Symphony of Gene Regulation

Discover how genes interact through complex regulatory networks.

Pau Badia-i-Mompel, Roger Casals-Franch, Lorna Wessels

2025-02-25T11:55:21+00:00 ― 8 min read

Computer Vision and Pattern Recognition Labeling Chaos in the Tobacco3482 Dataset

Labeling issues in the Tobacco3482 dataset hinder document classification accuracy.

Gordon Lim, Stefan Larson, Kevin Leach

2025-02-25T10:54:45+00:00 ― 6 min read

High Energy Physics - Theory The Dance of Particles: Scattering Amplitudes Unveiled

Exploring the interactions of particles and the fascinating world of scattering amplitudes.

Justin Berman, Henriette Elvang, Nicholas Geiser

2025-02-25T00:17:06+00:00 ― 8 min read

Neuroscience Study Reveals Brain Changes in Epilepsy

Research highlights how seizures affect brain connectivity over time.

Parvin Zarei Eskikabd, P. Zarei Eskikand, M. J. Cook

2025-02-24T22:07:06+00:00 ― 6 min read

Econometrics Can Large Language Models Help Research Causality?

Exploring the potential of LLMs in identifying cause-and-effect relationships.

Nick Huntington-Klein, Eleanor J. Murray

2025-02-24T09:40:21+00:00 ― 5 min read

Bioinformatics The Future of Gene Perturbation: AI Meets Biology

Advancements in gene perturbation methods are transforming our understanding of cellular behavior.

Chen Li, Haoxiang Gao, Yuli She

2025-02-22T20:25:24+00:00 ― 8 min read

Artificial Intelligence Unraveling the Mysteries of Causation

Discover how probabilities of causation help us understand treatment effects.

Yuta Kawakami, Jin Tian

2025-02-21T08:12:18+00:00 ― 6 min read

Human-Computer Interaction Revolutionizing Thematic Analysis with AI

Discover how AI tools can simplify thematic analysis for researchers.

Luka Ugaya Mazza, Plinio Morita, James R. Wallace

2025-02-21T04:59:42+00:00 ― 6 min read

Genetics New Advances in Gene Regulation Research

Researchers develop new methods to study gene regulation and enhancer function.

Michael B. Eisen, J. Falo-Sanjuan, Y. Diaz-Tirado

2025-02-20T21:29:21+00:00 ― 5 min read

High Energy Physics - Phenomenology Shedding Light on Gluon Jets

New methods to study gluon jets reveal insights into fundamental forces.

Cristian Baldenegro, Alba Soto-Ontoso, Gregory Soyez

2025-02-19T17:42:12+00:00 ― 5 min read

Machine Learning Revolutionizing Causal Inference with ABC3

ABC3 offers a new way to efficiently understand causal effects.

Taehun Cha, Donghun Lee

2025-02-19T08:23:25+00:00 ― 6 min read

Machine Learning Surrogate Models: Simplifying Complex Predictions

Learn how surrogate models help make sense of complex data.

Philipp Reiser, Paul-Christian Bürkner, Anneli Guthke

2025-02-17T05:31:35+00:00 ― 7 min read

Multiagent Systems Your Guide to Getting Published

Step-by-step tips for preparing your research paper for publication.

Pratham Singla, Ayush Singh, Adesh Gupta

2025-02-14T04:28:12+00:00 ― 6 min read

Computation and Language Multi-Hop Question Answering: A New Era in Information Retrieval

Learn how multi-hop QA improves our ability to answer complex questions.

Xiangsen Chen, Xuming Hu, Nan Tang

2025-02-13T04:23:42+00:00 ― 5 min read

High Energy Physics - Experiment Inside the World of Tau Leptons

Discover how scientists study tau leptons at high-energy particle colliders.

ATLAS Collaboration

2025-02-13T00:53:20+00:00 ― 6 min read

High Energy Physics - Phenomenology New Method Improves Uncertainty Estimates in Particle Physics

Researchers enhance predictions in particle physics using theory nuisance parameters.

Matthew A. Lim, Rene Poncelet

2025-02-12T17:43:26+00:00 ― 6 min read

Pattern Formation and Solitons Tiny Waves Speed Up Cell Division in Frog Eggs

Spiral waves in frog eggs double cell division speed.

Daniel Cebrián-Lacasa, Liliana Piñeros, Arno Vanderbeke

2025-02-12T03:51:50+00:00 ― 7 min read

Epidemiology Evaluating Treatment Effectiveness Using EHR Data

Research aims to enhance understanding of treatment impacts through electronic health records.

Yunzhe Qian, Bowen Ma

2025-02-11T22:19:00+00:00 ― 7 min read

Applications The Impact of Missing Data on Research

Missing data can mislead conclusions in studies, affecting outcomes and decisions.

Jakob Schwerter, Andrés Romero, Florian Dumpert

2025-02-11T17:16:49+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Role of Topology in Image Segmentation

Exploring the importance of topology in efficient image segmentation methods.

Alexander H. Berger, Laurin Lux, Alexander Weers

2025-02-11T07:27:18+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics The Importance of Model Accuracy in Science

Model misspecification can lead to misleading scientific outcomes.

Noemi Anau Montel, James Alvey, Christoph Weniger

2025-02-10T01:14:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition Practical Adversarial Attacks in Vehicle Detection

Research shows how to trick vehicle detection systems effectively.

Mikael Yeghiazaryan, Sai Abhishek Siddhartha Namburu, Emily Kim

2025-02-10T00:09:27+00:00 ― 6 min read

Methodology Navigating Endogeneity: A New Approach in Data Analysis

Introducing a method to tackle endogeneity in statistical analysis efficiently.

Linh H. Nghiem, Francis. K. C. Hui, Samuel Muller

2025-02-08T23:09:26+00:00 ― 5 min read