Kevin Bryant Flores

Estimation of Parameter Distributions for Reaction-Diffusion Equations with Competition using Aggregate Spatiotemporal Data

BULLETIN OF MATHEMATICAL BIOLOGY, 85(7).

Multitask neural networks for predicting bladder pressure with time series data

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 72.

Deep Learning Approach to the Detection of Scattering Delay in Radar Images

JOURNAL OF STATISTICAL THEORY AND PRACTICE, 15(1).

Deep learning and regression approaches to forecasting blood glucose levels for type 1 diabetes

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 69.

Learning differential equation models from stochastic agent-based model simulations

[Review of ]. JOURNAL OF THE ROYAL SOCIETY INTERFACE, 18(176).

Predicting Inter-individual Variability During Lipid Resuscitation of Bupivacaine Cardiotoxicity in Rats: A Virtual Population Modeling Study

McDaniel, M., Flores, K. B., & Akpa, B. S. (2021, July 19). DRUGS IN R&D, Vol. 7.

Stoichiometric Ecotoxicology for a Multisubstance World

BIOSCIENCE, 71(2), 132–147.

Topological data analysis distinguishes parameter regimes in the Anderson-Chaplain model of angiogenesis

PLOS COMPUTATIONAL BIOLOGY, 17(6).

A tutorial review of mathematical techniques for quantifying tumor heterogeneity

[Review of ]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 17(4), 3660–3709.

Biologically-informed neural networks guide mechanistic modeling from sparse experimental data

PLOS COMPUTATIONAL BIOLOGY, 16(12).

Deep learning-enabled analysis reveals distinct neuronal phenotypes induced by aging and cold-shock

BMC BIOLOGY, 18(1).

Learning Equations from Biological Data with Limited Time Samples

BULLETIN OF MATHEMATICAL BIOLOGY, 82(9).

Learning partial differential equations for biological transport models from noisy spatio-temporal data

Lifelong Analysis of Key Aging Genes as Determinants of Lifespan in C. elegans

San Miguel, A., Ramirez, J., & Flores, K. (2020, April). FASEB JOURNAL, Vol. 34.

Automated Object Tracing for Biomedical Image Segmentation Using a Deep Convolutional Neural Network

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT IV, Vol. 11073, pp. 686–694.

Detection of Bladder Contractions From the Activity of the External Urethral Sphincter in Rats Using Sparse Regression

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(8), 1636–1644.

Estimating intratumoral heterogeneity from spatiotemporal data

JOURNAL OF MATHEMATICAL BIOLOGY, 77(6-7), 1999–2022.

Forecasting and Uncertainty Quantification Using a Hybrid of Mechanistic and Non-mechanistic Models for an Age-Structured Population Model

Bulletin of Mathematical Biology, 80(6), 1578–1595.

Continuous Structured Population Models for Daphnia magna

Bulletin of Mathematical Biology, 79(11), 2627–2648.

Estimating the rate of prion aggregate amplification in yeast with a generation and structured population model

Inverse Problems in Science and Engineering, 26(2), 257–279.

Hybrid modeling and prediction of dynamical systems

PLoS Computational Biology, 13(7).

Statistical error model comparison for logistic growth of green algae (Raphidocelis subcapitata)

Applied Mathematics Letters, 64, 213–222.

Build to understand: synthetic approaches to biology

Integrative Biology, 8(4), 394–408.

On analytical and numerical approaches to division and label structured population models

APPLIED MATHEMATICS LETTERS, 60, 81–88.

Validation of a mathematical model for green algae (Raphidocelis Subcapitata) growth and implications for a coupled dynamical system with Daphnia magna

Applied Sciences-Basel, 6(5).

Correlation of parameter estimators for models admitting multiple parametrizations

International Journal of Pure and Applied Mathematics, 105(3), 497–522.

Estimation of time-varying mortality rates using continuous models for Daphnia magna

APPLIED MATHEMATICS LETTERS, 44, 12–16.

Immuno-modulatory strategies for reduction of HIV reservoir cells

JOURNAL OF THEORETICAL BIOLOGY, 372, 146–158.

Optimal design for minimizing uncertainty in dynamic equilibrium systems

Eurasian Journal of Mathematical and Computer Applications, 3(1), 23–47.

Optimal design of non-equilibrium experiments for genetic network interrogation

APPLIED MATHEMATICS LETTERS, 40, 84–89.

Statistical validation of structured population models for Daphnia magna

Mathematical Biosciences, 266, 73–84.

The genomes of two key bumblebee species with primitive eusocial organization

Genome Biology, 16.

UNCERTAINTY QUANTIFICATION IN MODELING HIV VIRAL MECHANICS

MATHEMATICAL BIOSCIENCES AND ENGINEERING, 12(5), 937–964.

Uncertainty quantification for a model of HIV-1 patient response to antiretroviral therapy interruptions

2014 american control conference (acc), 2753–2758.

A mathematical model of RNA3 recruitment in the replication cycle of Brome Mosaic Virus

International Journal of Pure and Applied Mathematics, 89(2), 251–274.

A structured population modeling framework for quantifying and predicting gene expression noise in flow cytometry data

APPLIED MATHEMATICS LETTERS, 26(7), 794–798.

DATA AND IMPLICATION BASED COMPARISON OF TWO CHRONIC MYELOID LEUKEMIA MODELS

MATHEMATICAL BIOSCIENCES AND ENGINEERING, 10(5-6), 1501–1518.

The Role of Methylation of DNA in Environmental Adaptation

Integrative and Comparative Biology, 53(2), 359–372.

Genome-wide association between DNA methylation and alternative splicing in an invertebrate

BMC Genomics, 13(1), 480.

Deciphering a methylome: what can we read into patterns of DNA methylation?

Journal of Experimental Biology, 214(19), 3155–3163.

The random walk of Azospirillum brasilense

Journal of Biological Dynamics, 4(1), 71–85.