Researcher Details > NORHISHAM BIN BAKHARY

30

GRANT (PI&MEMBERS)

56

PUBLICATIONS

35

INDEXED PUBLICATIONS

TOTAL STUDENTS

0

H-INDEXED (SCOPUS)

0

CITATIONS(SCOPUS)

Grant (PI)

INTERNATIONAL GRANTS

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

DEGREE

MASTER

PHD

TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name	Year
Real Time Structural Assessment of Historical Structure using Wireless Sensor Network RUG OF UTM UTM Encouragement Research	2021
Smart Vehicle Assisted Structural Health Monitoring POST DOCTORAL FELLOWSHIP (SPECIAL) Professional Development Research University	2021
PENYELIDIKAN DAN PEMBANGUNAN VIDEO SERTA BAHAN E-PEMBELAJARAN BAGI KURSUS FASILITATOR MyCREST JABATAN KERJA RAYA MALAYSIA Others	2021
ENHANCED AUTONOMOUS CRACK DAMAGE DETECTION AT VARIOUS DISTANCES USING CONVOLUTIONAL NEURAL NETWORKS RUG OF UTM UTM Fundamental Research	2020
SUSTAINABLE UTILISATION OF COAL ASH FOR QUALITY PAVEMENT MATERIAL UNIVERSITAS SRIWIJAYA Others	2019
REINFORCEMENT OF CEMENTITIOUS MATRIX BY CELLULOSIC AEROGEL - CARBON BASED NANOCOMPOSITE RUG OF UTM Matching Grant	2019
CELLULOSIC AEROGEL-CARBON BASED NANOCOMPOSITES FOR REINFORCEMENT OF CEMENTITIOUS MATRIX UNIVERSITAS SRIWIJAYA Others	2019
STUDY ON THE USE OF GREEN WASTE FLY ASH AND BOTTOM ASH FOR LIGHTWEIGHT CONCRETE RUG OF UTM Matching Grant	2019
POTENTIAL USE OF FLY ASH AND BOTTOM ASH FOR GREEN STRUCTURAL LIGHTWEIGHT CONCRETE UNIVERSITAS SRIWIJAYA Others	2019
Coal ash utilization for environmental friendly road material RUG OF UTM Matching Grant	2019
4J224-STRUCTURAL INTEGRITY ASSESSMENT RUG OF UTM Professional Development Research University	2019
UTM-TDR 42.2 (T1) : Petrochemical plant structural integrity assessment RUG OF UTM UTM Transdiciplinary Research Grant	2018
UTM-TDR42:ASSET INTEGRITY MANAGEMENT SYSTEM FOR AGEING PETROCHEMICAL PLANTS IN MALAYSIA RUG OF UTM UTM Transdiciplinary Research Grant	2018
Structural Integrity Assessment MINISTRY OF EDUCATION HICOE Research Grant	2016
Fire and Explosion Structural And Geophysical Investigation for Subsurface Integrity Assessment MINISTRY OF EDUCATION HICOE Research Grant	2016
Structural Health Monitoring System For Earthquakes MINISTRY OF EDUCATION HICOE Research Grant	2016
Non-Probabilistic Artificial Neural Network to Consider Uncertainties in Vibration Based-Damage Detection MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2015
Elementary anisotropic curved beam formulation for fracture toughness of triaxial weave fabric composite MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2014
Uncertainties handling in vibration based damage detection using hybrid subspace algorithm and envelope subtraction method MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2013
Statistical coordinate-based simulated anealing to consider uncertainties for sensor placement MINISTRY OF EDUCATION Exploratory Research Grant Scheme	2013
EXPLORATION OF WOODPECKER'S HEAD MECHANICS FOR DEVELOPMENT OF A NEW STRUCTURAL IMPACT RESISTANCE MINISTRY OF EDUCATION Exploratory Research Grant Scheme	2013
Subspace and envelope subtraction algorithm to minimize false alarms in vibration based damage detection UNIVERSITI TEKNOLOGI MALAYSIA Tier 1	2012
STUDY ON THE EFFECT OF GROUND VIBRATION TO SURROUNDING GROUND AND MULTI-STORY BUILDING IN MALAYSIA UNIVERSITI TEKNOLOGI MALAYSIA Tier 2	2012
NEW SEISMIC HAZARD MAP FOR MALAYSIAN NATIONAL ANNEX IN EUROCODE 8 AND CONSTRUCTION COST IMPLICATION FOR BUILDINGS AND BRIDGES MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2012
SEISMIC RISK ASSESSMENT AND FORECASTING OF KLANG VALLEY AND KUNDASANG REGIONS DUE TO PREVIOUS AND POSSIBLE LOCAL EARTHQUAKES MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2012
Optimal sensor placement for vibration based damage detection of civil structure RUG OF UTM Tier 2	2011
Earthquake Hazard Reduction Product: Base Isolator Application to Precast Concrete Wall Panel Buildings RUG OF UTM Tier 1	2011
A Study On A New Algorithm Of Sensor Placement For Enhancing The Sensitivity In Vibration Based Damage Detection For Reinforced Concrete Bridge MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2011
A Study Uncertainties in Vibration Based Damage Detection for Reinforced Concrete Bridge MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2009
Structural Damage Identification Using Vibration Parameters NEW ACADEMIC STAFF New Academic Staff	2009

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name	Year
Uncertainties Consideration In Empirical Frequency Response Function Data For Damage Identification Based On Artificial Neural Network INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING Publication In Web Of Science CO-AUTHOR	2021
Consideration Of Uncertainty In Damage Detection Using Interval Analysis Wavelet Without Baseline Data JOURNAL OF STRUCTURAL INTEGRITY AND MAINTENANCE Publication In Web Of Science UTM FIRST AUTHOR	2021
Vehicle-Assisted Techniques For Health Monitoring Of Bridges SENSORS Publication In Web Of Science UTM FIRST AUTHOR	2020
Health Monitoring Of Civil Infrastructures By Subspace System Identification Method: An Overview APPLIED SCIENCES-BASEL Publication In Web Of Science UTM FIRST AUTHOR	2020
Free-End Damage Detection In Cantilever Steel Plate Using Wavelet Transform Method LECTURE NOTES IN MECHANICAL ENGINEERING Publication In Scopus UTM FIRST AUTHOR	2020
Non-Probabilistic Method To Consider Uncertainties In Frequency Response Function For Vibration-Based Damage Detection Using Artificial Neural Network JOURNAL OF SOUND AND VIBRATION Publication In Web Of Science UTM FIRST AUTHOR	2020
Application Of The Subspace-Based Methods In Health Monitoring Of Civil Structures: A Systematic Review And Meta-Analysis APPLIED SCIENCES-BASEL Publication In Web Of Science UTM FIRST AUTHOR	2020
A Review On Vehicle Classification And Potential Use Of Smart Vehicle-Assisted Techniques SENSORS Publication In Web Of Science UTM FIRST AUTHOR	2020
A Comparative Study Of The Data-Driven Stochastic Subspace Methods For Health Monitoring Of Structures: A Bridge Case Study APPLIED SCIENCES-BASEL Publication In Web Of Science UTM FIRST AUTHOR	2020
Application Of Two-Dimensional Wavelet Transform To Detect Damage In Steel Plate Structures MEASUREMENT Publication In Web Of Science UTM FIRST AUTHOR	2019
Experimental Damage Assessment Of Support Condition For Plate Structures Using Wavelet Transform JOURNAL OF THEORETICAL AND APPLIED MECHANICS Publication In Web Of Science UTM FIRST AUTHOR	2019
Technographic Segmentation Using Artificial Neural Network At The Rainforest Music Festival 3RD HOSPITALITY AND TOURISM CONFERENCE Conference Paper CO-AUTHOR	2019
Steel Fibre Self-Compacting Concrete Under Biaxial Loading CONSTRUCTION AND BUILDING MATERIALS Publication In Web Of Science CO-AUTHOR	2019
Response Surface Methodology For Damage Detection Using Frequency And Mode Shape MEASUREMENT Publication In Web Of Science CORRESPONDING AUTHOR	2018
Comparison Between Modal Domain And Frequency Domain Input Data For Artificial Neural Network Based Damage Detection INTERNATIONAL SYMPOSIUM ON STRUCTURAL HEALTH MONITORING AND NONDESTRUCTIVE TESTING Conference Paper UTM FIRST AUTHOR	2018
Non-Probabilistic Wavelet Method To Consider Uncertainties In Structural Damage Detection JOURNAL OF SOUND AND VIBRATION Publication In Web Of Science UTM FIRST AUTHOR	2018
Critical Success Factors Influencing Industrialised Building System Performance In The Nigerian Mass Housing Development ADVANCED SCIENCE LETTERS Publication In Web Of Science CORRESPONDING AUTHOR	2018
Comparative Analysis Of Different Weight Matrices In Subspace IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST AUTHOR	2017
Mode Shape And Mode Shape Difference Evaluation To Damage Location In Plate Structures INTERNATIONAL JOURNAL OF APPLIED ENGINEERING RESEARCH (IJAER) Publication In Scopus UTM FIRST AUTHOR	2017
The Use Of A Non-Probabilistic Artificial Neural Network To Consider Uncertainties In Vibration-Based-Damage Detection MECHANICAL SYSTEMS AND SIGNAL PROCESSING Publication In Web Of Science CORRESPONDING AUTHOR	2017
Wavelet-Based Damage Detection Technique Via Operational Deflection Shape Decomposition INDIAN JOURNAL OF SCIENCE AND TECHNOLOGY Journal Article Non Citation-Indexed CORRESPONDING AUTHOR	2016
Wavelet-Based Damage Detection Technique Via Operational Deflection Shape Decomposition 2ND INTERNATIONAL CONFERENCE ON SCIENCE, ENGINEERING AND THE SOCIAL SCIENCES (ICSESS 2016) Conference Paper CORRESPONDING AUTHOR	2016
Hysteresis Physiognomy Of Relative Humidity In Hardened Concrete: The Tropical Rainforest Perspective SEPKA-ISEED 2016 Conference Paper CO-AUTHOR	2016
Electrochemical Impedance Spectroscopy Pattern Of Reinforced Concrete Under Natural Climate Environment In Tropical RegionãƒÂƒÃ‚Â¢ÃƒÂ‚Ã‚Â€ÃƒÂ‚Ã‚Â™ IGCESH2016 Conference Paper CO-AUTHOR	2016
Comparison Of Statistical And Non-Statistical Artificial Neural Network Methods For Damage Detection Using Modal Data 24TH AUSTRALASIAN CONFERENCE ON THE MECHANICS OF STRUCTURES AND MATERIALS Conference Paper CORRESPONDING AUTHOR	2016
Comparison Of Different Model Updating Algorithm To Detect Damage In Beam Structure Using Mode Shape Data PROCEEDING OF CIVIL ENGINEERING Proceedings UTM FIRST AUTHOR	2016
Influence Of Natural Climate Curing Treatment On Corrosion Activity Of Reinforced Concrete INDIAN JOURNAL OF SCIENCE AND TECHNOLOGY Publication In Scopus CO-AUTHOR	2016
Application Of Wavelet Transform To Damage Detection In Plates Using Response-Only Measurements PROCEEDINGS OF THE 16TH ASIA PACIFIC VIBRATION CONFERENCE Proceedings CORRESPONDING AUTHOR	2015
Vibration-Based Damage Detection Using Mode Shape-Based Response Surface Methodology 8TH AUSTRALASIAN CONGRESS ON APPLIED MECHANICS, ACAM 2014, AS PART OF ENGINEERS AUSTRALIA CONVENTION 2014 Publication In Scopus UTM FIRST AUTHOR	2014
Factors Influencing Natural Frequencies In A Prestressed Concrete Panel For Damage Detection JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING) Publication In Scopus CO-AUTHOR	2014
Optimal Sensor Placement For Mode Shapes Using Improved Simulated Annealing SMART STRUCTURES AND SYSTEMS Publication In Web Of Science CORRESPONDING AUTHOR	2014
Probabilistic Approach In Assessing Structural Damage Using Multistage Artificial Neural Network Using Static And Dynamic Data PROCEEDINGS OF ISMA 2014 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING AND USD 2014 - INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS Publication In Scopus UTM FIRST AUTHOR	2014
Numerical Study On Traffic Induced Vibration Effects Under Different Types Of Behaviour Of Moving Loads 8TH AUSTRALASIAN CONGRESS ON APPLIED MECHANICS, ACAM 2014, AS PART OF ENGINEERS AUSTRALIA CONVENTION 2014 Publication In Scopus UTM FIRST AUTHOR	2014
Application Of Neural Network For Prediction Of Unmeasured Mode Shape In Damage Detection ADVANCES IN STRUCTURAL ENGINEERING Publication In Web Of Science UTM FIRST AUTHOR	2013
Prediction Of Unmeasured Mode Shape Using Artificial Neural Network For Damage Detection JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING) Publication In Scopus UTM FIRST AUTHOR	2013
Statistical Multi-Stage Artificial Neural Network For Damage Detection With Consideration Of Unmeasured Mode Shape Data AUSTRALASIAN STRUCTURAL ENGINEERING CONFERENCE 2012: THE PAST, PRESENT AND FUTURE OF STRUCTURAL ENGINEERING Proceedings UTM FIRST AUTHOR	2012
Investigation Of Quarry Blast-Induced Vibration To Structures AUSTRALASIAN STRUCTURAL ENGINEERING CONFERENCE 2012: THE PAST, PRESENT AND FUTURE OF STRUCTURAL ENGINEERING Proceedings UTM FIRST AUTHOR	2012
A Comparison Of Artificial Neural Network Learning Algorithms For Vibration-Based Damage Detection ADVANCED MATERIALS RESEARCH Publication In Scopus UTM FIRST AUTHOR	2011
Detection Of Concrete Spalling Using Changes In Modal Flexibility ADVANCED MATERIALS RESEARCH Publication In Scopus CORRESPONDING AUTHOR	2011
Empirical Formulae To Predict Pressure And Impulsive Asymptotes For P-I Diagrams Of Rc Columns Strengthened With Frp JURNAL TEKNOLOGI Publication In Scopus CORRESPONDING AUTHOR	2011
Vibration-Based Damage Detection Using Modal Data: An Experimental Verification JURNAL TEKNOLOGI Publication In Scopus UTM FIRST AUTHOR	2011
Structure Damage Detection Using Neural Network With Multi-Stage Substructuring ADVANCES IN STRUCTURAL ENGINEERING Publication In Web Of Science CORRESPONDING AUTHOR	2010
Statistical Vibration Based Damage Identification Using Artificial Neural Network JURNAL TEKNOLOGI Publication In Scopus INDIVIDUAL AUTHOR	2010
Substructuring Technique For Damage Detection Using Statistical Multi-Stage Artificial Neural Network ADVANCES IN STRUCTURAL ENGINEERING Publication In Web Of Science CORRESPONDING AUTHOR	2010
Substxucturing Technique For Damage Detection Using Statistical Multi-Stage Artificial Neural Network FUTURES IN MECHANICS OF STRUCTURES AND MATERIALS - PROCEEDINGS OF THE 20TH AUSTRALASIAN CONFERENCE ON THE MECHANICS OF STRUCTURES AND MATERIALS, ACMSM20 Publication In Scopus CORRESPONDING AUTHOR	2008
Damage Detection Using Artificial Neural Network With Consideration Of Uncertainties Damage detection using artificial neural network with consideration of uncertainties. Publication In Web Of Science CORRESPONDING AUTHOR	2007
Gunite ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Jambatan ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Konkrit Ubah Polimer ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Terowong ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Konkrit Boleh Pam ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Bumbung ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Pengangkutan Konkrit ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Kemasan Permukaan ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Menara ENSIKLOPEDIA SAINS DAN TEKNOLOGI (KEJURUTERAAN AWAM) Book Chapter INDIVIDUAL AUTHOR	2005
Univariate Artificial Neural Network In Forecasting Demand Of Low Cost House In Petaling Jaya Univariate Artificial Neural Network in Forecasting Demand of Low Cost House in Petaling Jaya. Journal Article Non Citation-Indexed CORRESPONDING AUTHOR	2004

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name	Grant Register No.	IP Level	IP Category

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
GOH LYN DEE MULTISTAGE ARTIFICIAL NEURAL NETWORK IN STRUCTURAL DAMAGE DETECTION 2015 PHD GRADUATED CO-SUPERVISOR
ALI ASGHAR BAVAFA DEVELOPING A GENERIC SAFETY PERFORMANCE EVALUATION PROTOTYPE FOR CONSTRUCTION PROJECTS IN MALAYSIA 2016 PHD GRADUATED CO-SUPERVISOR
MAHDI MOHARRAMI MEYNAGH COLLABORATIVE PROCUREMENT STRATEGY IN PRIVATE SECTOR HOUSING PROJECTS USING INDUSTRIALISED BUILDING SYSTEM 2016 PHD GRADUATED CO-SUPERVISOR
ABDULKAREEM MUYIDEEN OLADIMEJI VIBRATION-BASED DAMAGE DETECTION USING WAVELET TRANSFORM METHOD 2018 PHD GRADUATED SUPERVISOR
HOOFAR SHOKRAVI STRUCTURAL VIBRATION-BASED DAMAGE DETECTION WITH STOCHASTIC SUBSPACE METHOD 2018 PHD GRADUATED SUPERVISOR
EGBA, ERNEST ITUMA EFFECTS OF TROPICAL RAINFOREST CLIMATE ON CORROSION OF REINFORCED CONCRETE 2018 PHD GRADUATED CO-SUPERVISOR
IMAN KIANI A MODEL OF RETROFIT ENERGY EFFICIENCY FOR SUSTAINABLE BUILDING BY USING ENERGY PERFORMANCE CONTRACT METHOD IN MALAYSIA 2019 PHD GRADUATED SUPERVISOR
NURIA S. MOHAMMED BEHAVIOUR AND PERFORMANCE OF NON-CEMENT POLYMER GROUTED SPIRAL CONNECTION 2019 PHD GRADUATED CO-SUPERVISOR
KHAIRUL HAZMAN BIN PADIL NON-PROBABILISTIC METHOD TO CONSIDER UNCERTAINTIES IN FREQUENCY RESPONSE FUNCTION FOR VIBRATION-BASED DAMAGE DETECTION USING ARTIFICIAL NEURAL NETWORK 2019 PHD GRADUATED SUPERVISOR
TAHEREH NASROLLAHZADEH GUIDELINE OF LEAN CRITICAL SUCCESS FACTORS IMPLEMENTATION IN CONSTRUCTION PROJECT 2019 PHD GRADUATED CO-SUPERVISOR
MOHD ZAMRI BIN RAMLI PERFORMANCE OF HOLLOW SEISMIC ISOLATORS FOR BRIDGES IN LOW-TO-MODERATE SEISMICITY REGIONS 2020 PHD GRADUATED CO-SUPERVISOR
EDO OGA OJOKO CRITICAL SUCCESS FACTORS OF INDUSTRIALISED BUILDING SYSTEM IN NIGERIAN MASS HOUSING PROJECTS 2020 PHD GRADUATED SUPERVISOR
AMINUDDIN BIN JAMERAN DEEP LEARNING CONVOLUTIONAL NEURAL NETWORK FOR VIBRATION-BASED DAMAGED DETECTION USING FREQUENCY RESPONSE FUNCTION DATA PHD ON GOING CO-SUPERVISOR
ALHAMZA YASSIN FLAIH MAENI INVESTIGATING DIFFERENT FACTORS IMPACTING CONSTRUCTION INDUSTRY OF IRAQ , A MODERATING ROLE OF ORGANIZATIONAL CULTURE&NBSP; PHD ON GOING CO-SUPERVISOR
YON KONG CHEN UNSUPERVISED LEARNING GUIDED ULTRASONIC WAVE PIPELINE CONDITION MONITORING PHD ON GOING SUPERVISOR
AHMED HASSAN ABDELSALAM AMMAR PHD ON GOING SUPERVISOR
GOH LYN DEE MULTI-STAGE ARTIFICIAL NEURAL NETWORK IN STRUCTURAL DAMAGE DETECTION Â 2003 MASTER GRADUATED CO-SUPERVISOR
MOHD ZULARIFFIN BIN MD MAAROF ADVANCED INFORMATION THEORY METHOD IN COMBINATION MODEL SELECTION FOR FORECASTING TOURIST ARRIVAL TO MALAYSIA &NBSP; 2013 MASTER GRADUATED CO-SUPERVISOR
MOHD ZHAFRI BIN JAMIL ABDUL NAZIR FINITE ELEMENT FORMULATION OF TWO-PHASE TURBULENCE FLOW WITH MOVING BOUNDARY OF WAX DEPOSITION &NBSP; 2013 MASTER GRADUATED CO-SUPERVISOR
TONG KHOON HONG OPTIMAL SENSOR PLACEMENT USING IMPROVED SIMULATED ANNEALING ALGORITHM 2013 MASTER GRADUATED SUPERVISOR
MOHD ISA BIN MOHD JAAFAR MASTER ON GOING SUPERVISOR
KHAIRUL HAZMAN BIN PADIL NON-PROBABILISTIC METHOD TO CONSIDER UNCERTAINTIES IN FREQUENCY RESPONSE FUNCTION FOR VIBRATION BASED DAMAGE DETECTION USING ARTIFICIAL NEURAL NETWORK &NBSP; 2015 MASTER GRADUATED SUPERVISOR
SAREHATI BINTI UMAR STRUCTURAL DAMAGE DETECTION USING NONLINEAR AUTOREGRESSIVE WITH EXOGENOUS INPUT NEURAL NETWORK 2015 MASTER GRADUATED SUPERVISOR
DANISH TAYYAB KHORAJIA 2019 MASTER GRADUATED SUPERVISOR
MUHAMMAD NAZRIF BIN ZAMANI THE INTEGRITY OF NOVEL MARTIAN CONCRETE SUBJECTED TO LOCAL VARIATED TEMPERATURE 2020 MASTER GRADUATED SUPERVISOR
NORAKASHAH BINTI SAHARIL 2021 MASTER GRADUATED SUPERVISOR