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Roberto Furfaro, Ph.D. - Publications

Affiliations: 
2004 University of Arizona, Tucson, AZ 
Area:
Aerospace Engineering, Remote Sensing, Agricultural Engineering
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40 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Emsenhuber A, Cambioni S, Asphaug E, Gabriel TSJ, Schwartz SR, Furfaro R. Realistic On-the-fly Outcomes of Planetary Collisions. II. Bringing Machine Learning to N-body Simulations The Astrophysical Journal. 891: 6. DOI: 10.3847/1538-4357/Ab6De5  0.304
2020 Furfaro R, Barocco R, Linares R, Francesco T, Reddy V, Simo J, Corre LL. Modeling Irregular Small Bodies Gravity Field Via Extreme Learning Machines and Bayesian Optimization Advances in Space Research. DOI: 10.1016/J.Asr.2020.06.021  0.356
2020 Gaudet B, Linares R, Furfaro R. Deep reinforcement learning for six degree-of-freedom planetary landing Advances in Space Research. 65: 1723-1741. DOI: 10.1016/J.Asr.2019.12.030  0.302
2020 Furfaro R, Scorsoglio A, Linares R, Massari M. Adaptive generalized ZEM-ZEV feedback guidance for planetary landing via a deep reinforcement learning approach Acta Astronautica. 171: 156-171. DOI: 10.1016/J.Actaastro.2020.02.051  0.331
2020 Gaudet B, Linares R, Furfaro R. Terminal adaptive guidance via reinforcement meta-learning: Applications to autonomous asteroid close-proximity operations Acta Astronautica. 171: 1-13. DOI: 10.1016/J.Actaastro.2020.02.036  0.322
2020 Furfaro R, Mortari D. Least-squares solution of a class of optimal space guidance problems via Theory of Connections Acta Astronautica. 168: 92-103. DOI: 10.1016/J.Actaastro.2019.05.050  0.331
2020 Linares R, Furfaro R, Reddy V. Space Objects Classification via Light-Curve Measurements Using Deep Convolutional Neural Networks Journal of the Astronautical Sciences. 67: 1063-1091. DOI: 10.1007/S40295-019-00208-W  0.307
2019 Cambioni S, Asphaug E, Emsenhuber A, Gabriel TSJ, Furfaro R, Schwartz SR. Realistic On-the-fly Outcomes of Planetary Collisions: Machine Learning Applied to Simulations of Giant Impacts The Astrophysical Journal. 875: 40. DOI: 10.3847/1538-4357/Ab0E8A  0.321
2019 Schiassi E, Furfaro R, Kargel JS, Watson CS, Shugar DH, Haritashya UK. GLAM Bio-Lith RT: A Tool for Remote Sensing Reflectance Simulation and Water Components Concentration Retrieval in Glacial Lakes Frontiers in Earth Science. 7. DOI: 10.3389/Feart.2019.00267  0.321
2019 Cambioni S, Delbo M, Ryan AJ, Furfaro R, Asphaug E. Constraining the thermal properties of planetary surfaces using machine learning: Application to airless bodies Icarus. 325: 16-30. DOI: 10.1016/J.Icarus.2019.01.017  0.312
2019 Picca P, Furfaro R. A quasi-static approach for the solution of steady-state linear transport problems Annals of Nuclear Energy. 133: 805-815. DOI: 10.1016/J.Anucene.2019.07.015  0.401
2018 Picca P, Furfaro R. Reactivity determination using the hybrid transport point kinetics and the area method Annals of Nuclear Energy. 114: 191-197. DOI: 10.1016/J.Anucene.2017.12.019  0.384
2017 Picca P, Furfaro R. Application of Extreme Learning Machines to inverse neutron kinetics Annals of Nuclear Energy. 100: 1-8. DOI: 10.1016/J.Anucene.2016.08.031  0.345
2016 Picca P, Furfaro R, Ganapol BD. Application of Non-Linear Extrapolations for the Convergence Acceleration of Source Iteration Journal of Computational and Theoretical Transport. 45: 351-367. DOI: 10.1080/23324309.2016.1167742  0.531
2016 Schiassi E, Furfaro R, Mostacci D. Bayesian inversion of coupled radiative and heat transfer models for asteroid regoliths and lakes Radiation Effects and Defects in Solids. 171: 736-745. DOI: 10.1080/10420150.2016.1253091  0.301
2016 Wibben DR, Furfaro R. Optimal sliding guidance algorithm for Mars powered descent phase Advances in Space Research. 57: 948-961. DOI: 10.1016/J.Asr.2015.12.006  0.384
2015 Picca P, Furfaro R. Closed-form solution of the first-order Transport-Driven Diffusion approximation Annals of Nuclear Energy. 76: 431-438. DOI: 10.1016/J.Anucene.2014.10.016  0.321
2015 Wibben DR, Furfaro R. Model-Based Systems Engineering approach for the development of the science processing and operations center of the NASA OSIRIS-REx asteroid sample return mission Acta Astronautica. 115: 147-159. DOI: 10.1016/J.Actaastro.2015.05.016  0.313
2015 Furfaro R, Wibben DR, Gaudet B, Simo J. Terminal Multiple Surface Sliding Guidance for Planetary Landing: Development, Tuning and Optimization via Reinforcement Learning Journal of the Astronautical Sciences. 62: 73-99. DOI: 10.1007/S40295-015-0045-1  0.379
2014 Gaudet B, Furfaro R. Adaptive pinpoint and fuel efficient mars landing using reinforcement learning Ieee/Caa Journal of Automatica Sinica. 1: 397-411. DOI: 10.1109/Jas.2014.7004667  0.354
2014 Picca P, Furfaro R. Hybrid-transport point kinetics for initially-critical multiplying systems Progress in Nuclear Energy. 76: 232-243. DOI: 10.1016/J.Pnucene.2014.05.013  0.377
2014 Picca P, Furfaro R. A hybrid method for the solution of linear Boltzmann equation Annals of Nuclear Energy. 72: 214-236. DOI: 10.1016/J.Anucene.2014.05.014  0.403
2013 Furfaro R, Cersosimo D, Wibben DR. Asteroid Precision Landing via Multiple Sliding Surfaces Guidance Techniques Journal of Guidance Control and Dynamics. 36: 1075-1092. DOI: 10.2514/1.58246  0.321
2013 Picca P, Furfaro R. Analytical discrete ordinate method for radiative transfer in dense vegetation canopies Journal of Quantitative Spectroscopy & Radiative Transfer. 118: 60-69. DOI: 10.1016/J.Jqsrt.2012.12.007  0.419
2013 Picca P, Furfaro R, Ganapol BD. A highly accurate technique for the solution of the non-linear point kinetics equations Annals of Nuclear Energy. 58: 43-53. DOI: 10.1016/J.Anucene.2013.03.004  0.621
2012 Picca P, Furfaro R, Ganapol BD. An Efficient Multiproblem Strategy for Accurate Solutions of Linear Particle Transport Problems in Spherical Geometry Nuclear Science and Engineering. 170: 103-124. DOI: 10.13182/Nse11-05  0.578
2012 Picca P, Furfaro R, Ganapol BD. Derivation of a Physically Based Hybrid Technique for the Solution of Source-Driven Time-Dependent Linear Boltzmann Equations Transport Theory and Statistical Physics. 41: 23-39. DOI: 10.1080/00411450.2012.671219  0.627
2012 Picca P, Furfaro R, Ganapol BD. On Radiative Transfer in Dense Vegetation Canopies Transport Theory and Statistical Physics. 41: 223-244. DOI: 10.1080/00411450.2012.671218  0.62
2012 Boscheri G, Kacira M, Patterson L, Giacomelli G, Sadler P, Furfaro R, Lobascio C, Lamantea M, Grizzaffi L. Modified energy cascade model adapted for a multicrop Lunar greenhouse prototype Advances in Space Research. 50: 941-951. DOI: 10.1016/J.Asr.2012.05.025  0.3
2012 Picca P, Furfaro R. Neutron inverse kinetics via Gaussian Processes Annals of Nuclear Energy. 47: 146-154. DOI: 10.1016/J.Anucene.2012.03.023  0.34
2011 Previti A, Furfaro R, Picca P, Ganapol BD, Mostacci D. Solving radiative transfer problems in highly heterogeneous media via domain decomposition and convergence acceleration techniques. Applied Radiation and Isotopes : Including Data, Instrumentation and Methods For Use in Agriculture, Industry and Medicine. 69: 1146-50. PMID 21131208 DOI: 10.1016/J.Apradiso.2010.11.016  0.618
2011 Picca P, Furfaro R, Ganapol BD. A Hybrid Transport Point-Kinetic method for simulating source transients in subcritical systems Annals of Nuclear Energy. 38: 2680-2688. DOI: 10.1016/J.Anucene.2011.08.005  0.625
2010 Furfaro R, Kargel JS, Lunine JI, Fink W, Bishop MP. Identification of cryovolcanism on Titan using fuzzy cognitive maps Planetary and Space Science. 58: 761-779. DOI: 10.1016/J.Pss.2009.12.003  0.302
2009 Luciani A, Panfili P, Furfaro R, Ganapol BD, Mostacci D. Estimating water and ice content on planetary soils using neutron measurements: a neural network approach Radiation Effects and Defects in Solids. 164: 345-349. DOI: 10.1080/10420150902811656  0.56
2009 Panfili P, Luciani A, Furfaro R, Ganapol BD, Mostacci D. Modelling neutron transport in planetary media via analytical multigroup diffusion theory Radiation Effects and Defects in Solids. 164: 340-344. DOI: 10.1080/10420150902811649  0.599
2008 Morris RD, Kottas A, Taddy M, Furfaro R, Ganapol BD. A statistical framework for the sensitivity analysis of radiative transfer models Ieee Transactions On Geoscience and Remote Sensing. 46: 4062-4074. DOI: 10.1109/Tgrs.2008.2002026  0.582
2008 Furfaro R, Dohm JM, Fink W, Kargel J, Schulze-Makuch D, Fairén AG, Palmero-Rodriguez A, Baker VR, Ferré PT, Hare TM, Tarbell MA, Miyamoto H, Komatsu G. The search for life beyond Earth through fuzzy expert systems Planetary and Space Science. 56: 448-472. DOI: 10.1016/J.Pss.2007.09.006  0.302
2007 Furfaro R, Ganapol BD, Johnson LF, Herwitz SR. Neural network algorithm for coffee ripeness evaluation using airborne images Applied Engineering in Agriculture. 23: 379-387. DOI: 10.13031/2013.22676  0.599
2007 Furfaro R, Ganapol BD. Spectral Theory for Photon Transport in Dense Vegetation Media: Caseology for the Canopy Equation Transport Theory and Statistical Physics. 36: 107-135. DOI: 10.1080/00411450701456824  0.602
2005 Furfaro R, Ganapol BD, Johnson LF, Herwitz S. Model-based neural network algorithm for coffee ripeness prediction using Helios UAV aerial images Remote Sensing. 5976. DOI: 10.1117/12.627420  0.594
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