logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
P

Philipp Geyer

Leibniz University Hannover

33H-index
182Paper Count
4.8KCitation Count
Published Papers 38
Publication Date
logo
From ‘What-is’ to ‘What-if’ in human-factor analysis: A post-occupancy evaluation case
errBuilding and Environment
IF7.6
err2026-01-27
err0
errOAAI
errXia Chen; Ruiji Sun; Philipp Geyer; André Borrmann; Stefano Schiavon
errShare
errSave
Component-based machine learning for indoor flow and temperature fields prediction: latent feature aggregation and flow interaction
errEnergy and Buildings
IF7.1
err2026-01-01
err1
errOAAI
errWang, Shaofan; Thuerey, Nils; Geyer, Philipp
errShare
errSave
Integrating symbolic neural networks with building physics: A study and proposal
errJournal of Building Engineering
IF7.4
err2025-06-26
err0
PREAI
errXia Chen; Guoquan Lv; Xinwei Zhuang; Carlos Duarte Roa; Stefano Schiavon; Philipp Geyer
errShare
errSave
Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning demonstrated by energy-efficient building design
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-10-01
err0
PREAI
errGeyer, Philipp; Singh, Manav Mahan; Chen, Xia
errShare
errSave
Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-06-01
err2
errOAAI
errChen, Xia; Singh, Manav Mahan; Geyer, Philipp
errShare
errSave
Using causal inference to avoid fallouts in data-driven parametric analysis: A case study in the architecture, engineering, and construction industry
errDEVELOPMENTS IN THE BUILT ENVIRONMENT
IF8.2
err2024-03-01
err5
errOAAI
errChen, Xia; Sun, Ruiji; Saluz, Ueli; Schiavon, Stefano; Geyer, Philipp
errShare
errSave
A holistic two-stage decision-making methodology for passive and active building design strategies under uncertainty
errBUILDING AND ENVIRONMENT
IF7.6
err2024-03-01
err5
errOAAI
errZong, Chujun; Chen, Xia; Deghim, Fatma; Staudt, Johannes; Geyer, Philipp; Lang, Werner
errShare
errSave
Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-01-01
err19
errOAAI
errChen, Xia; Teng, Xiangbin; Chen, Han; Pan, Yafeng; Geyer, Philipp
errShare
errSave
Giving the Green Light to Photochemical Uncaging of Large Biomolecules in High Vacuum
errJACS AU
IF8.7
err2023-10-16
err2
errOAAI
errHua, Yong; Strauss, Marcel; Fisher, Sergey; Mauser, Martin F. X.; Manchet, Pierre; Smacchia, Martina; Geyer, Philipp; Shayeghi, Armin; Pfeffer, Michael; Eggenweiler, Tim Henri; Daly, Steven; Commandeur, Jan; Mayor, Marcel; Arndt, Markus; Solomek, Tomasc; Kohler, Valentin
errShare
errSave
Early-stage design support combining machine learning and building information modelling
errAUTOMATION IN CONSTRUCTION
IF11.5
err2022-04-01
err24
errOAAI
errSingh, Manav Mahan; Deb, Chirag; Geyer, Philipp
errShare
errSave
A hybrid-model forecasting framework for reducing the building energy performance gap
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2022-04-01
err12
errOAAI
errChen, Xia; Guo, Tong; Kriegel, Martin; Geyer, Philipp
errShare
errSave
Machine assistance in energy-efficient building design: A predictive framework toward dynamic interaction with human decision-making under uncertainty
errAPPLIED ENERGY
IF11
err2022-02-01
err10
errOAAI
errChen, Xia; Geyer, Philipp
errShare
errSave
Machine learning for early stage building energy prediction: Increment and enrichment
errAPPLIED ENERGY
IF11
err2021-12-01
err21
errOAAI
errSingh, Manav Mahan; Singaravel, Sundaravelpandian; Geyer, Philipp
errShare
errSave
Fusing data, engineering knowledge and artificial intelligence for the built environment
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2021-04-01
err4
PREAI
errGeyer, Philipp; Koch, Christian; Pauwels, Pieter
errShare
errSave
Quick energy prediction and comparison of options at the early design stage
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2020-10-01
err30
errOAAI
errSingh, Manav Mahan; Singaravel, Sundaravelpandian; Klein, Ralf; Geyer, Philipp
errShare
errSave
CONSISTENT MANAGEMENT AND EVALUATION OF BUILDING MODELS IN THE EARLY DESIGN STAGES
errJOURNAL OF INFORMATION TECHNOLOGY IN CONSTRUCTION
IF3.8
err2020-03-27
err18
errOAAI
errAbualdenien, Jimmy; Schneider-Marin, Patricia; Zahedi, Ata; Harter, Hannes; Exner, Hannah; Steiner, Daniel; Singh, Manav Mahan; Borrmann, Andre; Lang, Werner; Petzold, Frank; Koenig, Markus; Geyer, Philipp; Schnellenbach-Held, Martina
errShare
errSave
Uncertainty Analysis of Life Cycle Energy Assessment in Early Stages of Design
errENERGY AND BUILDINGS
IF7.1
err2020-02-01
err31
errOAAI
errHarter, Hannes; Singh, Manav Mahan; Schneider-Marin, Patricia; Lang, Werner; Geyer, Philipp
errShare
errSave
Quantum-Assisted Measurement of Atomic Diamagnetism
errPHYSICAL REVIEW X
IF15.7
err2020-01-22
err8
errOAAI
errFein, Yaakov Y.; Shayeghi, Armin; Mairhofer, Lukas; Kialka, Filip; Rieser, Philipp; Geyer, Philipp; Gerlich, Stefan; Arndt, Markus
errShare
errSave
Information requirements for multi-level-of-development BIM using sensitivity analysis for energy performance
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2020-01-01
err29
errOAAI
errSingh, Manav Mahan; Geyer, Philipp
errShare
errSave
Deep convolutional learning for general early design stage prediction models
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2019-10-01
err16
errOAAI
errSingaravel, Sundaravelpandian; Suykens, Johan; Geyer, Philipp
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Johan A. K. Suykens
H-index: 86 · Papers: 872
L
Ludger Johannes
H-index: 77 · Papers: 409
K
Klaus‐Peter Janssen
H-index: 71 · Papers: 289
A
Anthony Paul Roskilly
H-index: 65 · Papers: 458
M
Marcel Mayor
H-index: 61 · Papers: 440
View more