📊Research & Analysis

Research & Analysis

In-depth research papers, case studies, surveys, and academic insights on finance and technology

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48

Updated

November 17, 2025

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RESEARCH

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Voltage-Based Unsupervised Learning Framework for Bridge Damage Detection in Simultaneous Energy Harvesting and Sensing Systems
researchNovember 17, 2025

Voltage-Based Unsupervised Learning Framework for Bridge Damage Detection in Simultaneous Energy Harvesting and Sensing Systems

In this study, piezoelectric energy harvesters (PEHs) are designed to offer dual functionality in structural health monitoring (SHM): harvesting electric power ...

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UnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularity
research12:00 AM

UnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularity

The Segment Anything Model (SAM) family has become a widely adopted vision foundation model, but its ability to control segmentation granularity remains limited...

Ultrafast propagation of magnon-polaritons
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Ultrafast propagation of magnon-polaritons

The manipulation of magnetization lies at the heart of spintronic and magnonic technologies, with the ultimate performance of such systems limited by the veloci...

Tuning for Two Adversaries: Enhancing the Robustness Against Transfer and Query-Based Attacks using Hyperparameter Tuning
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Tuning for Two Adversaries: Enhancing the Robustness Against Transfer and Query-Based Attacks using Hyperparameter Tuning

In this paper, we present the first detailed analysis of how optimization hyperparameters -- such as learning rate, weight decay, momentum, and batch size -- in...

Toward Conversational Hungarian Speech Recognition: Introducing the BEA-Large and BEA-Dialogue Datasets
research12:00 AM

Toward Conversational Hungarian Speech Recognition: Introducing the BEA-Large and BEA-Dialogue Datasets

The advancement of automatic speech recognition (ASR) has been largely enhanced by extensive datasets in high-resource languages, while languages such as Hungar...

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The Merkle Mountain Belt
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The Merkle Mountain Belt

Nov 17
Sub-Solar Mass Intermediate Mass Ratio Inspirals: Waveform Systematics and Detection Prospects with Gravitational Waves
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Sub-Solar Mass Intermediate Mass Ratio Inspirals: Waveform Systematics and Detection Prospects with Gravitational Waves

Nov 17
Statistical and economic evaluation of forecasts in electricity markets: beyond RMSE and MAE
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Statistical and economic evaluation of forecasts in electricity markets: beyond RMSE and MAE

Nov 17
ST-ProC: A Graph-Prototypical Framework for Robust Semi-Supervised Travel Mode Identification
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ST-ProC: A Graph-Prototypical Framework for Robust Semi-Supervised Travel Mode Identification

Nov 17
Scaling Spatial Intelligence with Multimodal Foundation Models
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Scaling Spatial Intelligence with Multimodal Foundation Models

Nov 17
Quantum Machine Learning via Contrastive Training
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Quantum Machine Learning via Contrastive Training

Nov 17
Protein Secondary Structure Prediction Using 3D Graphs and Relation-Aware Message Passing Transformers
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Protein Secondary Structure Prediction Using 3D Graphs and Relation-Aware Message Passing Transformers

Nov 17
Person-AI Bidirectional Fit - A Proof-Of-Concept Case Study Of Augmented Human-Ai Symbiosis In Management Decision-Making Process
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Person-AI Bidirectional Fit - A Proof-Of-Concept Case Study Of Augmented Human-Ai Symbiosis In Management Decision-Making Process

Nov 17
P1: Mastering Physics Olympiads with Reinforcement Learning
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P1: Mastering Physics Olympiads with Reinforcement Learning

Nov 17
Market-Dependent Communication in Multi-Agent Alpha Generation
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Market-Dependent Communication in Multi-Agent Alpha Generation

Nov 17
Making Evidence Actionable in Adaptive Learning Closing the Diagnostic Pedagogical Loop
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Making Evidence Actionable in Adaptive Learning Closing the Diagnostic Pedagogical Loop

Nov 17
LinkXplore: A Framework for Affordable High-Quality Blockchain Data
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LinkXplore: A Framework for Affordable High-Quality Blockchain Data

Nov 17
Learning stochasticity: a nonparametric framework for intrinsic noise estimation
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Learning stochasticity: a nonparametric framework for intrinsic noise estimation

Nov 17
Infinite-Horizon Optimal Control of Jump-Diffusion Models for Pollution-Dependent Disasters
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Infinite-Horizon Optimal Control of Jump-Diffusion Models for Pollution-Dependent Disasters

Nov 17
In-Situ Growth of Halide Perovskite Single Crystals and Thin Films on Optical Fiber End Facets
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In-Situ Growth of Halide Perovskite Single Crystals and Thin Films on Optical Fiber End Facets

Nov 17
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations
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Generalist Foundation Models Are Not Clinical Enough for Hospital Operations

Nov 17
From Power to Precision: Learning Fine-grained Dexterity for Multi-fingered Robotic Hands
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From Power to Precision: Learning Fine-grained Dexterity for Multi-fingered Robotic Hands

Nov 17
From Black Box to Insight: Explainable AI for Extreme Event Preparedness
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From Black Box to Insight: Explainable AI for Extreme Event Preparedness

Nov 17
Fairness-Aware Graph Representation Learning with Limited Demographic Information
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Fairness-Aware Graph Representation Learning with Limited Demographic Information

Nov 17
Efficient Reconstruction of Matched-Filter SNR Time Series from Nearby Templates
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Efficient Reconstruction of Matched-Filter SNR Time Series from Nearby Templates

Nov 17
CBDC Stress Test in a Dual-Currency Setting
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CBDC Stress Test in a Dual-Currency Setting

Nov 17
Block Structure Preserving Model Order Reduction for A-EFIE Integral Equation Method
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Block Structure Preserving Model Order Reduction for A-EFIE Integral Equation Method

Nov 17
Basis Immunity: Isotropy as a Regularizer for Uncertainty
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Basis Immunity: Isotropy as a Regularizer for Uncertainty

Nov 17
Automated Construction of Medical Indicator Knowledge Graphs Using Retrieval Augmented Large Language Models
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Automated Construction of Medical Indicator Knowledge Graphs Using Retrieval Augmented Large Language Models

Nov 17
Artificial Intelligence-driven Intelligent Wearable Systems: A full-stack Integration from Material Design to Personalized Interaction
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Artificial Intelligence-driven Intelligent Wearable Systems: A full-stack Integration from Material Design to Personalized Interaction

Nov 17
Architectural Approaches to Fault-Tolerant Distributed Quantum Computing and Their Entanglement Overheads
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Architectural Approaches to Fault-Tolerant Distributed Quantum Computing and Their Entanglement Overheads

Nov 17
Alpha Divergence Losses for Biometric Verification
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Alpha Divergence Losses for Biometric Verification

Nov 17
A Lightweight 3D Anomaly Detection Method with Rotationally Invariant Features
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A Lightweight 3D Anomaly Detection Method with Rotationally Invariant Features

Nov 17
Maximizing the efficiency of human feedback in AI alignment: a comparative analysis
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Maximizing the efficiency of human feedback in AI alignment: a comparative analysis

Nov 16
Sangam: Chiplet-Based DRAM-PIM Accelerator with CXL Integration for LLM Inferencing
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Sangam: Chiplet-Based DRAM-PIM Accelerator with CXL Integration for LLM Inferencing

Nov 15
Open Banking Foundational Model: Learning Language Representations from Few Financial Transactions
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Open Banking Foundational Model: Learning Language Representations from Few Financial Transactions

Nov 15
High-Performance N-Queens Solver on GPU: Iterative DFS with Zero Bank Conflicts
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High-Performance N-Queens Solver on GPU: Iterative DFS with Zero Bank Conflicts

Nov 15
Determinants of financial and digital inclusion in West and Central Africa: Evidence from binary models with cross-validation
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Determinants of financial and digital inclusion in West and Central Africa: Evidence from binary models with cross-validation

Nov 15
How FinTech affects financial sustainability: Evidence from Chinese commercial banks using a three-stage network DEA-Malmquist model
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How FinTech affects financial sustainability: Evidence from Chinese commercial banks using a three-stage network DEA-Malmquist model

Nov 4
ScaleCall -- Agentic Tool Calling at Scale for Fintech: Challenges, Methods, and Deployment Insights
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ScaleCall -- Agentic Tool Calling at Scale for Fintech: Challenges, Methods, and Deployment Insights

Oct 29
Retrieval Augmented Generation (RAG) for Fintech: Agentic Design and Evaluation
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Retrieval Augmented Generation (RAG) for Fintech: Agentic Design and Evaluation

Oct 29
Fin-Ally: Pioneering the Development of an Advanced, Commonsense-Embedded Conversational AI for Money Matters
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Fin-Ally: Pioneering the Development of an Advanced, Commonsense-Embedded Conversational AI for Money Matters

Sep 29
Agentic AI for Financial Crime Compliance
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Agentic AI for Financial Crime Compliance

Sep 16
When FinTech Meets Privacy: Securing Financial LLMs with Differential Private Fine-Tuning
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When FinTech Meets Privacy: Securing Financial LLMs with Differential Private Fine-Tuning

Sep 10
Distribution-valued Causal Machine Learning: Implications of Credit on Spending Patterns
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Distribution-valued Causal Machine Learning: Implications of Credit on Spending Patterns

Sep 3
L-XAIDS: A LIME-based eXplainable AI framework for Intrusion Detection Systems
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L-XAIDS: A LIME-based eXplainable AI framework for Intrusion Detection Systems

Aug 24
Momentum-integrated Multi-task Stock Recommendation with Converge-based Optimization
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Momentum-integrated Multi-task Stock Recommendation with Converge-based Optimization

Aug 5
An Efficient and Adaptive Next Edit Suggestion Framework with Zero Human Instructions in IDEs
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An Efficient and Adaptive Next Edit Suggestion Framework with Zero Human Instructions in IDEs

Aug 4

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