Original Research
Published
Beyond linear assumptions: neural network tracing of climate-driven financial contagion in firms
Tong Niu · Siyu Zhu · Lulu Qin
Frontiers in Environmental Science
doi 10.3389/fenvs.2026.1909195
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Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 30 articles
Original Research
Published
Artificial neural network modeling of engineering properties and microbial stability of watermelon juice preserved with sustainable natural additives
Rowida Allily · Ekruyota Godwin · Alanood A. Alfaleh · Ebtihaj O. Alnasri · Maha Hijazi · Uguru Hilary · Edafiadhe Emozino · Nimah Alnemari · Rokayya Sami · Mahmoud Helal · Amera N. Alqahtani · Awatif Almehmadi · Ola Abu Ali · Sarah Alharthi · Ahmad F. Alhomodi
Frontiers in Microbiology
doi 10.3389/fmicb.2026.1977402
Original Research
Published
Exploratory machine-learning analysis of bevacizumab exposure and circulating VEGF dynamics in patients with cancer
Ileana Theofili · Elias Liolis · Angelos Koutras · Vangelis D. Karalis · Gregory Sivolapenko
Frontiers in Pharmacology
doi 10.3389/fphar.2026.1899527
Original Research
Published
Modeling democratic erosion in Ecuador: narco-capitalism, state reconfiguration, and criminal governance through PLS-SEM and ANN
Evelyn Pamela Falconi Loqui · Ámbar Anabelle Verdugo-Arcos · René Ramírez · Nicolle Michelle Cevallos Andagoya
Frontiers in Political Science
doi 10.3389/fpos.2026.1931291
Original Research
Published
Integrating transcriptomic analysis and experimental validation unravels autophagy- and lactylation-related gene signatures in acute myocardial infarction
Jun Peng · Li Chen · Lizhen Liu · Xiangdong Xu · Huiwen Song
Frontiers in Cardiovascular Medicine
doi 10.3389/fcvm.2026.1814910
Original Research
Published
A feature-optimized EEG framework using multiscale entropy and metaheuristic optimization for cognitive analysis
Keerthika N. · Kiruthika V.
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1888234
Original Research
Published
Artificial neural network, Adaptive Neuro-Fuzzy prediction and sensitivity analysis of Hura crepitans seed oil-based biodiesel production
Olajide O. Ajala · Emmanuel O. Oke · Victor O. Ogunjobi · Joel O. Oyelade · Ilesanmi Daniyan · Humbulani Simon Phuluwa · Mammo Muchie
Frontiers in Energy Research
doi 10.3389/fenrg.2026.1935910
Original Research
Published
Use of an ANN–Levenberg–Marquardt optimization for radiative hybrid nanofluids and heat transfer efficiency over non-isothermal wedge and cone surfaces with chemical reaction effects
Bhavanam Naga Lakshmi · G. Swamy Reddy · Chundru Maheswari · V. Sujatha · Asra Anjum · Umair Khan · J. U. Viharika · Samia Elattar
Frontiers in Physics
doi 10.3389/fphy.2026.1924637
Original Research
Published
Machine learning-based prediction of soil aggregate stability for sustainable land management in the eastern Himalayan region of India
Suryakant Gupta · Prachi Yadav · Jagabandhu Panda · Kiran Bala Behura · Subhankar Ghosh · Laishram Kanta Singh · Sougrakpam Roma Devi · Mainak Ghosh · Amulya Kumar Mohanty · Prasanta Kumar Pathak
Frontiers in Soil Science
doi 10.3389/fsoil.2026.1937878
Review
Published
Performance, sustainability, and machine learning of UHPC with coarse aggregates: a critical review
S. K. Madhumitha · A. Abdul Rahim
Frontiers in Built Environment
doi 10.3389/fbuil.2026.1903555
Original Research
Published
Awareness without intention, attitude without action: a multi-method (SEM–ANN–fsQCA) study of Gen Z sustainable transport adoption in smart cities
Shankar Chanagala · Sri Yogi Kottala · Madhusudan Kumar Kota · Srinivas Bolagani · G. N. P. V. Babu · N. Roopalatha
Frontiers in Sustainable Cities
doi 10.3389/frsc.2026.1867418
Original Research
Published
Going deeper with morphologically detailed neural networks by simulation-based gradient propagation
Gan He · Kai Du · Tiejun Huang
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1904220
Original Research
Published
Multi-objective optimization of HDPE pyrolysis oil–diesel blends across variable compression ratios: an integrated experimental and ensemble learning approach
Satayu Travadi · Dattatraya Subhedar
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1891010
Original Research
Published
A cognitively inspired feature-level fusion framework for interpretable retail sales forecasting using integration of extreme gradient boost machine, artificial neural network and attention mechanism model
Munienge Mbodila · Omobayo Ayokunle Esan
Frontiers in Big Data
doi 10.3389/fdata.2026.1889044
Review
Published
Toward predictable hydrochar properties at scale: a critical review of design of experiments-guided machine learning in hydrothermal carbonization
Faiçal El Ouadrhiri · Amal Lahkimi
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1883652
Original Research
Published
Study on the cognitive effects of eye movement desensitization and reprocessing: proposed active mechanisms
Tammy Soliman · Matthew Heller · Samuel Girguis
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1751744
Original Research
Published
A comparative performance analysis of ensemble learning and regularized neural networks in cardiovascular risk prediction
Golam Md Mohiuddin · Md Shakil Hossain · Md Shohel Sayeed
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1902471
Review
Published
AI/ML enabled smart battery management systems in electric vehicles
Mohammad Waseem
Frontiers in Batteries and Electrochemistry
doi 10.3389/fbael.2026.1883201
Original Research
Published
Artificial neural network-genetic algorithm prediction of aluminum anode corrosion kinetics in high-concentration NaOH and KOH
Yasmin Shabeer · Seyed Saeed Madani · Satyam Panchal · Michael Fowler
Frontiers in Batteries and Electrochemistry
doi 10.3389/fbael.2026.1815822
Brief Research Report
Published
Developmental trajectories of vocal behaviors in common marmosets as a reference framework for neurobehavioral studies
Xincheng Zhao · Takaaki Kaneko · Wanyi Lu · Ken-ichi Inoue · Masayuki Matsumoto · Masahiko Takada
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1821810
Original Research
Published
Exploring the spiking neural autoencoder: from hyperexcitability to noise-driven compensation
Mohammadreza Khodashenas · Daniel P. Martins
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2026.1788937
Original Research
Published
Renewable energy MicroGrid power forecasting: AI techniques with environmental perspective
Amanul Islam · Fazidah Othman
Frontiers in Environmental Chemistry
doi 10.3389/fenvc.2026.1759525
Review
Published
From small brains to smart machines: translating Caenorhabditis elegans neural circuits into artificial intelligence
He Liu · Panpan Zheng · Xuebin Wang
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1731513
Original Research
Published
Adiabatic capacitive neuron: an energy-efficient functional unit for artificial neural networks
Sachin Maheshwari · Mike Smart · Himadri Singh Raghav · Themis Prodromakis · Alexander Serb
Frontiers in Electronics
doi 10.3389/felec.2026.1743265
Opinion
Published
On the need for abstract, deep reinforcement learning models in neuroscience
Santina Duarte · Xena Al-Hejji · Edgar Bermudez Contreras · Eric Chalmers
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1729805
Frontiers in Science Editorial
Published
Why does artificial intelligence need active memory to succeed?
R. Stanley Williams
Frontiers in Science
doi 10.3389/fsci.2025.1760821
Methods
Published
Study on a simulation method for photovoltaic power output series based on the headroom model
Hong Dong · Yuqun Gao · Liujun Hu · Yanna Gao · Yue Xing
Frontiers in Smart Grids
doi 10.3389/frsgr.2025.1632546
Complex Systems
Published
Dynamical stability and chaos in artificial neural network trajectories along training
Kaloyan Danovski · Miguel C. Soriano · Lucas Lacasa
Frontiers in Complex Systems
doi 10.3389/fcpxs.2024.1367957
Thermal Engineering
Published
Modeling of diesel particulate filter temperature dynamics during exotherm using neural networks
Adithya Legala · Venkata LakkiReddy · Phillip Weber · Xianguo Li
Frontiers in Thermal Engineering
doi 10.3389/fther.2023.1265490
Electronic Materials
Published
Tailor-made synaptic dynamics based on memristive devices
Christopher Bengel · Kaihua Zhang · Johannes Mohr · Tobias Ziegler · Stefan Wiefels · Rainer Waser · Dirk Wouters · Stephan Menzel
Frontiers in Electronic Materials
doi 10.3389/femat.2023.1061269