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Deep learning predicts path-dependent plasticity

Proceedings of the National Academy of Sciences - PNAS, 2019-12, Vol.116 (52), p.26414-26420

2019

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A meshfree unification: reproducing kernel peridynamics

Computational mechanics, 2014-06, Vol.53 (6), p.1251-1264

2014

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A Multiscale Model for the Quasi-Static Thermo-Plastic Behavior of Highly Cross-Linked Glassy Polymers

Macromolecules, 2015-09, Vol.48 (18), p.6713-6723

2015

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A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality

Computer methods in applied mechanics and engineering, 2017-06, Vol.320, p.633-667

2017

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Design of ultra-thin shell structures in the stochastic post-buckling range using Bayesian machine learning and optimization

International journal of solids and structures, 2018-05, Vol.139-140 (1), p.174-188

2018

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TGF-β Signaling: A Therapeutic Target to Reinstate Regenerative Plasticity in Vascular Dementia?

Aging and disease, 2020-07, Vol.11 (4), p.828-850

2020

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Adaptivity for clustering-based reduced-order modeling of localized history-dependent phenomena

Computer methods in applied mechanics and engineering, 2022-04, Vol.393, p.114726, Article 114726

2022

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Magnesium incorporation in fibrinogen scaffolds promotes macrophage polarization towards M2 phenotype

Acta biomaterialia, 2023-01, Vol.155, p.667-683

2023

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Structural and functional brain correlates of suicidal ideation and behaviors in depression: A scoping review of MRI studies

Progress in neuro-psychopharmacology & biological psychiatry, 2023-08, Vol.126, p.110799-110799, Article 110799

2023

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Differential and converging molecular mechanisms of antidepressants' action in the hippocampal dentate gyrus

Neuropsychopharmacology (New York, N.Y.), 2015-01, Vol.40 (2), p.338-349

2015

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Binding Mechanisms of Intrinsically Disordered Proteins: Theory, Simulation, and Experiment

Frontiers in molecular biosciences, 2016-09, Vol.3 (14), p.52-52

2016

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Reduction of carbon dioxide emissions by solar water heating systems and passive technologies in social housing

Energy policy, 2015-08, Vol.83, p.138-150

2015

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Immune-mediated platelet depletion augments Alzheimer's disease neuropathological hallmarks in APP-PS1 mice

Aging (Albany, NY.), 2023-02, Vol.15 (3), p.630-649

2023

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Morphological Correlates of Corticosteroid-Induced Changes in Prefrontal Cortex-Dependent Behaviors

The Journal of neuroscience, 2005-08, Vol.25 (34), p.7792-7800

2005

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Neuropathic pain is associated with depressive behaviour and induces neuroplasticity in the amygdala of the rat

Experimental neurology, 2008-09, Vol.213 (1), p.48-56

2008

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Metabolism and adult neurogenesis: Towards an understanding of the role of lipocalin-2 and iron-related oxidative stress

Neuroscience and biobehavioral reviews, 2018-12, Vol.95, p.73-84

2018

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Anticipatory cues in emotional processing shift the activation of a combined salience sensorimotor functional network in drug-naïve depressed patients

Journal of affective disorders, 2023-01, Vol.320, p.509-516

2023

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A methodology to generate design allowables of composite laminates using machine learning

International journal of solids and structures, 2021-12, Vol.233, p.111095, Article 111095

2021

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Hippocampal cytogenesis abrogation impairs inter-regional communication between the hippocampus and prefrontal cortex and promotes the time-dependent manifestation of emotional and cognitive deficits

Molecular psychiatry, 2021-12, Vol.26 (12), p.7154-7166

2021

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White Matter Microstructure Alterations Associated With Paroxetine Treatment Response in Major Depression

Frontiers in behavioral neuroscience, 2021-07, Vol.15, p.693109-693109

2021

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Astrocytic plasticity at the dorsal dentate gyrus on an animal model of recurrent depression

Neuroscience, 2021-02, Vol.454, p.94-104

2021

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The effects of chronic stress on hippocampal adult neurogenesis and dendritic plasticity are reversed by selective MAO-A inhibition

Journal of psychopharmacology (Oxford), 2014-12, Vol.28 (12), p.1178-1183

2014

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Fish and chips: Using machine learning to estimate the effects of basal cortisol on fish foraging behavior

Frontiers in behavioral neuroscience, 2023-02, Vol.17, p.1028190-1028190

2023

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Effect of pectin coating incorporated with guava leaf extract (Psidium guajava L.) on the stability of fresh beef steak

International journal of food science & technology, 2024-03, Vol.59 (3), p.2068-2078

2024

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Suicidal Ideation Is Associated With Reduced Functional Connectivity and White Matter Integrity in Drug-Naïve Patients With Major Depression

Frontiers in psychiatry, 2022-03, Vol.13, p.838111-838111

2022

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Deep learning predicts path-dependent plasticity

A meshfree unification: reproducing kernel peridynamics

A Multiscale Model for the Quasi-Static Thermo-Plastic Behavior of Highly Cross-Linked Glassy Polymers

A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality

Design of ultra-thin shell structures in the stochastic post-buckling range using Bayesian machine learning and optimization

TGF-β Signaling: A Therapeutic Target to Reinstate Regenerative Plasticity in Vascular Dementia?

Adaptivity for clustering-based reduced-order modeling of localized history-dependent phenomena

Magnesium incorporation in fibrinogen scaffolds promotes macrophage polarization towards M2 phenotype

Structural and functional brain correlates of suicidal ideation and behaviors in depression: A scoping review of MRI studies

Differential and converging molecular mechanisms of antidepressants' action in the hippocampal dentate gyrus

Binding Mechanisms of Intrinsically Disordered Proteins: Theory, Simulation, and Experiment

Reduction of carbon dioxide emissions by solar water heating systems and passive technologies in social housing

Immune-mediated platelet depletion augments Alzheimer's disease neuropathological hallmarks in APP-PS1 mice

Morphological Correlates of Corticosteroid-Induced Changes in Prefrontal Cortex-Dependent Behaviors

Neuropathic pain is associated with depressive behaviour and induces neuroplasticity in the amygdala of the rat

Metabolism and adult neurogenesis: Towards an understanding of the role of lipocalin-2 and iron-related oxidative stress

Anticipatory cues in emotional processing shift the activation of a combined salience sensorimotor functional network in drug-naïve depressed patients

A methodology to generate design allowables of composite laminates using machine learning

Hippocampal cytogenesis abrogation impairs inter-regional communication between the hippocampus and prefrontal cortex and promotes the time-dependent manifestation of emotional and cognitive deficits

White Matter Microstructure Alterations Associated With Paroxetine Treatment Response in Major Depression

Astrocytic plasticity at the dorsal dentate gyrus on an animal model of recurrent depression

The effects of chronic stress on hippocampal adult neurogenesis and dendritic plasticity are reversed by selective MAO-A inhibition

Fish and chips: Using machine learning to estimate the effects of basal cortisol on fish foraging behavior

Effect of pectin coating incorporated with guava leaf extract (Psidium guajava L.) on the stability of fresh beef steak

Suicidal Ideation Is Associated With Reduced Functional Connectivity and White Matter Integrity in Drug-Naïve Patients With Major Depression

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