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Computational Engineering, Finance, and Science

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Total of 36 entries
Showing up to 50 entries per page: fewer | more | all

Thu, 14 Nov 2024 (showing 6 of 6 entries )

[1] arXiv:2411.08822 [pdf, html, other]
Title: A probabilistic reduced-order modeling framework for patient-specific cardio-mechanical analysis
Robin Willems, Peter Förster, Sebastian Schöps, Olaf van der Sluis, Clemens V. Verhoosel
Subjects: Computational Engineering, Finance, and Science (cs.CE); Numerical Analysis (math.NA)
[2] arXiv:2411.08405 [pdf, other]
Title: An Ising Machine Formulation for Design Updates in Topology Optimization of Flow Channels
Yudai Suzuki, Shiori Aoki, Fabian Key, Katsuhiro Endo, Yoshiki Matsuda, Shu Tanaka, Marek Behr, Mayu Muramatsu
Subjects: Computational Engineering, Finance, and Science (cs.CE); Optimization and Control (math.OC)
[3] arXiv:2411.08149 [pdf, html, other]
Title: Design optimization of semiconductor manufacturing equipment using a novel multi-fidelity surrogate modeling approach
Bingran Wang, Min Sung Kim, Taewoong Yoon, Dasom Lee, Byeong-Sang Kim, Dougyong Sung, John T. Hwang
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[4] arXiv:2411.08647 (cross-list from astro-ph.IM) [pdf, html, other]
Title: The Galactica database: an open, generic and versatile tool for the dissemination of simulation data in astrophysics
Damien Chapon, Patrick Hennebelle
Comments: 5 pages, 2 figures, submitted to IAU Proceedings Series
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Computational Engineering, Finance, and Science (cs.CE); Databases (cs.DB)
[5] arXiv:2411.08550 (cross-list from cs.LG) [pdf, html, other]
Title: Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks
Azmine Toushik Wasi, MD Shafikul Islam, Adipto Raihan Akib, Mahathir Mohammad Bappy
Comments: 27 Pages. Extended journal version of SupplyGraph (arXiv:2401.15299). In Review
Subjects: Machine Learning (cs.LG); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (stat.ML)
[6] arXiv:2411.08257 (cross-list from cs.LG) [pdf, html, other]
Title: GPTree: Towards Explainable Decision-Making via LLM-powered Decision Trees
Sichao Xiong, Yigit Ihlamur, Fuat Alican, Aaron Ontoyin Yin
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)

Wed, 13 Nov 2024 (showing 3 of 3 entries )

[7] arXiv:2411.07560 [pdf, html, other]
Title: EUR/USD Exchange Rate Forecasting incorporating Text Mining Based on Pre-trained Language Models and Deep Learning Methods
Xiangyu Shi, Hongcheng Ding, Salaar Faroog, Deshinta Arrova Dewi, Shamsul Nahar Abdullah, Bahiah A Malek
Subjects: Computational Engineering, Finance, and Science (cs.CE); Artificial Intelligence (cs.AI)
[8] arXiv:2411.07310 [pdf, html, other]
Title: Advancements in Constitutive Model Calibration: Leveraging the Power of Full-Field DIC Measurements and In-Situ Load Path Selection for Reliable Parameter Inference
Denielle Ricciardi, D. Tom Seidl, Brian Lester, Amanda Jones, Elizabeth Jones
Comments: 53 pages, 37 figures
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[9] arXiv:2411.07800 (cross-list from cs.LG) [pdf, html, other]
Title: Kernel-based retrieval models for hyperspectral image data optimized with Kernel Flows
Zina-Sabrina Duma, Tuomas Sihvonen, Jouni Susiluoto, Otto Lamminpää, Heikki Haario, Satu-Pia Reinikainen
Subjects: Machine Learning (cs.LG); Computational Engineering, Finance, and Science (cs.CE); Methodology (stat.ME)

Tue, 12 Nov 2024 (showing 15 of 15 entries )

[10] arXiv:2411.06762 [pdf, other]
Title: Precision Glass Thermoforming Assisted by Neural Networks
Yuzhou Zhang, Mohan Hua, Haihui Ruan
Subjects: Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
[11] arXiv:2411.06565 [pdf, html, other]
Title: Foundation Model for Composite Materials and Microstructural Analysis
Ting-Ju Wei, Chuin-Shan (David)Chen
Subjects: Computational Engineering, Finance, and Science (cs.CE); Artificial Intelligence (cs.AI)
[12] arXiv:2411.06065 [pdf, html, other]
Title: DFT: A Dual-branch Framework of Fluctuation and Trend for Stock Price Prediction
Chengqi Dong, Zhiyuan Cao, S Kevin Zhou, Jia Liu
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[13] arXiv:2411.05804 [pdf, other]
Title: Reliability-Based Design Optimization Incorporating Extended Optimal Uncertainty Quantification
Niklas Miska, Daniel Balzani
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[14] arXiv:2411.07228 (cross-list from cs.AI) [pdf, html, other]
Title: Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving
Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun
Subjects: Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[15] arXiv:2411.06566 (cross-list from q-fin.PM) [pdf, html, other]
Title: A Fully Analog Pipeline for Portfolio Optimization
James S. Cummins, Natalia G. Berloff
Comments: 7 pages, 4 figures, accepted to NeurlPS 2024
Subjects: Portfolio Management (q-fin.PM); Disordered Systems and Neural Networks (cond-mat.dis-nn); Computational Engineering, Finance, and Science (cs.CE); Optics (physics.optics); Quantum Physics (quant-ph)
[16] arXiv:2411.06538 (cross-list from cs.AI) [pdf, other]
Title: A Next-Generation Approach to Airline Reservations: Integrating Cloud Microservices with AI and Blockchain for Enhanced Operational Performance
Biman Barua, M. Shamim Kaiser
Comments: 25 pages, 8 figures
Subjects: Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[17] arXiv:2411.06391 (cross-list from cs.LG) [pdf, html, other]
Title: CausalStock: Deep End-to-end Causal Discovery for News-driven Stock Movement Prediction
Shuqi Li, Yuebo Sun, Yuxin Lin, Xin Gao, Shuo Shang, Rui Yan
Comments: Accepted by NeurIPS 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Computation and Language (cs.CL)
[18] arXiv:2411.06336 (cross-list from cs.CY) [pdf, html, other]
Title: Balancing Power and Ethics: A Framework for Addressing Human Rights Concerns in Military AI
Mst Rafia Islam, Azmine Toushik Wasi
Comments: Accepted for oral (only 3 papers are selected!) Harms and Risks of AI in the Military Workshop (HRAIM 2024) at Mila Quebec (this https URL)
Journal-ref: Harms and Risks of AI in the Military Workshop 2024
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[19] arXiv:2411.06272 (cross-list from cs.CL) [pdf, html, other]
Title: Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models
Xiaojun Wu, Junxi Liu, Huanyi Su, Zhouchi Lin, Yiyan Qi, Chengjin Xu, Jiajun Su, Jiajie Zhong, Fuwei Wang, Saizhuo Wang, Fengrui Hua, Jia Li, Jian Guo
Comments: 26 pages, 9 tables, 3 figures
Subjects: Computation and Language (cs.CL); Computational Engineering, Finance, and Science (cs.CE)
[20] arXiv:2411.06159 (cross-list from cs.CL) [pdf, html, other]
Title: From References to Insights: Collaborative Knowledge Minigraph Agents for Automating Scholarly Literature Review
Zhi Zhang, Yan Liu, Sheng-hua Zhong, Gong Chen, Yu Yang, Jiannong Cao
Subjects: Computation and Language (cs.CL); Computational Engineering, Finance, and Science (cs.CE)
[21] arXiv:2411.05951 (cross-list from q-fin.ST) [pdf, html, other]
Title: Approaching multifractal complexity in decentralized cryptocurrency trading
Marcin Wątorek, Marcin Królczyk, Jarosław Kwapień, Tomasz Stanisz, Stanisław Drożdż
Subjects: Statistical Finance (q-fin.ST); Computational Engineering, Finance, and Science (cs.CE); Trading and Market Microstructure (q-fin.TR); Applications (stat.AP)
[22] arXiv:2411.05859 (cross-list from cs.LG) [pdf, html, other]
Title: Enhancing Financial Fraud Detection with Human-in-the-Loop Feedback and Feedback Propagation
Prashank Kadam
Comments: International Conference on Machine Learning and Applications 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[23] arXiv:2411.05856 (cross-list from cs.CY) [pdf, html, other]
Title: Evaluating the Economic Implications of Using Machine Learning in Clinical Psychiatry
Soaad Hossain, James Rasalingam, Arhum Waheed, Fatah Awil, Rachel Kandiah, Syed Ishtiaque Ahmed
Comments: 11 pages, submitted to Machine Learning for Health (ML4H) 2024
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[24] arXiv:2411.05805 (cross-list from cs.LG) [pdf, html, other]
Title: Variational Bayes Decomposition for Inverse Estimation with Superimposed Multispectral Intensity
Akinori Asahara, Yoshihiro Osakabe, Yamamoto Mitsuya, Hidekazu Morita
Subjects: Machine Learning (cs.LG); Computational Engineering, Finance, and Science (cs.CE); Signal Processing (eess.SP)

Mon, 11 Nov 2024 (showing 6 of 6 entries )

[25] arXiv:2411.05689 [pdf, html, other]
Title: optipoly: A Python package for boxed-constrained multi-variable polynomial cost functions optimization
Mazen Alamir
Comments: 18 pages, 6 figures, 3 tables
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[26] arXiv:2411.05575 [pdf, html, other]
Title: Towards a Real-Time Simulation of Elastoplastic Deformation Using Multi-Task Neural Networks
Ruben Schmeitz, Joris Remmers, Olga Mula, Olaf van der Sluis
Subjects: Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
[27] arXiv:2411.05510 [pdf, html, other]
Title: Fast Stochastic Subspace Identification of Densely Instrumented Bridges Using Randomized SVD
Elisa Tomassini, Enrique García-Macías, Filippo Ubertini
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[28] arXiv:2411.05355 [pdf, html, other]
Title: Improving Computational Cost of Bayesian Optimization for Controller Tuning with a Multi-stage Tuning Framework
Marlon J. Ares-Milian, Gregory Provan, Marcos Quinones-Grueiro
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[29] arXiv:2411.05286 [pdf, html, other]
Title: Metrology and Manufacturing-Integrated Digital Twin (MM-DT) for Advanced Manufacturing: Insights from CMM and FARO Arm Measurements
Hamidreza Samadi, Md Manjurul Ahsan, Shivakumar Raman
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[30] arXiv:2411.05316 (cross-list from cs.LG) [pdf, html, other]
Title: Exploring the Alignment Landscape: LLMs and Geometric Deep Models in Protein Representation
Dong Shu, Bingbing Duan, Kai Guo, Kaixiong Zhou, Jiliang Tang, Mengnan Du
Comments: 24 pages, 9 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Biomolecules (q-bio.BM)

Fri, 8 Nov 2024 (showing 6 of 6 entries )

[31] arXiv:2411.04861 [pdf, other]
Title: High Entropy Alloy property predictions using Transformer-based language model
Spyros Kamnis, Konstantinos Delibasis
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[32] arXiv:2411.04824 [pdf, html, other]
Title: Image-based adaptive domain decomposition for continuum damage models
Panos Pantidis, Cornelius Otchere, Mostafa E. Mobasher
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[33] arXiv:2411.04731 [pdf, html, other]
Title: MISGUIDE: Security-Aware Attack Analytics for Smart Grid Load Frequency Control
Nur Imtiazul Haque, Prabin Mali, Mohammad Zakaria Haider, Mohammad Ashiqur Rahman, Sumit Paudyal
Comments: 12 page journal
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[34] arXiv:2411.04459 [pdf, html, other]
Title: GPT-Guided Monte Carlo Tree Search for Symbolic Regression in Financial Fraud Detection
Prashank Kadam
Comments: ACM International Conference on Information and Knowledge Management 2024 RAG - Enterprise
Subjects: Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
[35] arXiv:2411.04409 [pdf, other]
Title: Alphanetv4: Alpha Mining Model
Wenjun Wu
Journal-ref: International Journal of Scientific Research and Management 10 (2022) 887-923
Subjects: Computational Engineering, Finance, and Science (cs.CE)
[36] arXiv:2411.04946 (cross-list from math.OC) [pdf, html, other]
Title: SPGD: Steepest Perturbed Gradient Descent Optimization
Amir M. Vahedi, Horea T. Ilies
Comments: 28 pages, 26 figures, submitted to Journal of Mechanical Design
Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG); Mathematical Physics (math-ph)
Total of 36 entries
Showing up to 50 entries per page: fewer | more | all