Curriculum Vitae

Musa Ibne Mannan

Dallas, Texas 75252 musa314@utdallas.edu musamannan.com linkedin.com/in/musa314 Google Scholar ORCID 0009-0005-5579-6899

Short résumé instead

Research Interests

Experimental mechanics and failure analysis; finite element modeling of thermal and structural response; chemical vapor deposition of two-dimensional materials; Raman and surface characterization; and the application of machine learning to process optimization in manufacturing, with particular attention to whether a model trained on one set of hardware transfers to another.

Education

Ph.D., Mechanical Engineering

Fall 2023 – Present

Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas

  • Concentration in Manufacturing and Design Innovations. CGPA 3.62.
  • Advisor: Prof. Juyoung Leem, Leem Research Group.

M.S., Mechanical & Manufacturing Engineering (ABET accredited)

Aug 2021 – May 2023

Ingram School of Engineering, Texas State University, San Marcos, TX

  • CGPA 3.75. Advisor: Dr. Namwon Kim. Thesis: In-vitro detection of tRNA fragments (tRFs) using an inkjet-printed graphene electrochemical aptasensor.

Research Experience

Research Assistant and Lab In-Charge

Jun 2024 – Present

Leem Research Group, The University of Texas at Dallas

  • Designed, assembled from the ground up, troubleshot and operated high-vacuum CVD furnaces, a hydrogen generator, and integrated Raman spectroscopy instrumentation, then carried out process optimization on the resulting system.
  • Led the complete laboratory build-out: procurement, equipment installation, safety compliance and inventory management, while running concurrent computational and experimental programs.
  • Built Python data analysis pipelines and applied ensemble machine learning (Random Forest, XGBoost) to multi-parameter optimization of materials synthesis and mechanical system performance.

Graduate Researcher

Aug 2021 – May 2023

Ingram School of Engineering, Texas State University

  • Developed inkjet-printed graphene electrochemical aptasensors for detection of tRNA-derived fragments, covering electrode optimization and electrochemical signal quantification.
  • Investigated silane-treated ragweed fiber reinforced polylactic acid biocomposites, from fiber extraction and surface treatment through twin-screw extrusion, FDM printing, mechanical testing and thermal analysis.

Teaching Experience

Graduate Teaching Associate, Instructor of Record

Aug 2025 – Present

The University of Texas at Dallas  ·  ECS 1100, Introduction to Engineering and Computer Science

  • Instructor of record within a 300-student course, responsible for curriculum delivery, mentoring and assessment of an assigned section. Cumulative teaching load across UT Dallas and Texas State exceeds 850 students.
  • Develop and deliver lectures on engineering fundamentals including mechanics and design.

Graduate Instructional Assistant

Aug 2023 – May 2024

The University of Texas at Dallas  ·  MECH 3350 Kinematics & Dynamics, MECH 2320 Mechanics of Materials

  • Tutored 136 students in MECH 3350 and approximately 60 in MECH 2320, graded assignments and exams, delivered substitute lectures.
  • Supported students on computational modeling, FEA and CAD troubleshooting.

Graduate Instructional Assistant

Sep 2021 – May 2023

Texas State University

  • Mentored three senior design teams, 15 students in total, through industry-sponsored mechanical engineering capstone projects, with hands-on guidance in CAD, FEA, prototyping and mechanical system design.

Journal Articles

  1. Musa Ibne Mannan, Varin Kansal, Premesh N. Mistry, Victoria Estrada, Juyoung Leem.* “Closing the reproducibility gap in MoS2 CVD: zero-shot cross-reactor transfer of machine-learned growth conditions via thermal calibration.” Advanced Materials (Wiley). Under review.
  2. Musa Ibne Mannan, Premesh Mistry, Varin Kansal, Victoria Estrada, Juyoung Leem.* “AI-enabled CVD synthesis, quality control, and autonomous manufacturing of 2D materials.” npj Advanced Manufacturing (Springer Nature), 2026. doi.org/10.1038/s44334-026-00109-5
  3. Wasi Shadman, Musa Mannan, Tanzila Kamal Choity, Sangchul Hwang, Gwan-Hyoung Lee, Hong-Gu Kang, Namwon Kim. “Electrochemical detection of tRNA-derived fragment (tRF) biomarkers using a multi-functionalized carbon electrode.” Surfaces and Interfaces 83, 108446, 2026. doi.org/10.1016/j.surfin.2026.108446
  4. Mohammad Shahed H.K. Tushar, Musa Ibne Mannan, Afra Azmain. “Exhaust gas after treatment using air preheating and selective catalytic reduction by urea to reduce NOx in diesel engine.” Heliyon 11(1), e42399, 2025. doi.org/10.1016/j.heliyon.2025.e42399
  5. Jitendra S. Tate, Subash Pant, Musa I. Mannan, Saif A.A. Taqy, Jennifer Irvin, Ken Mix. “Thermal and structural properties of surface treated ragweed fiber reinforced biodegradable polylactic acid biocomposites.” International Journal of Composite and Constituent Materials 8(2), 2022.

Conference Proceedings

  1. S. Panta, M.I. Mannan, et al. “Comparison of mechanical and morphological properties of AMEO and GLYMO silane treated ragweed-PLA bio-composites.” CAMX 2022 Proceedings, Anaheim, CA, 2022.

Thesis

  1. M.I. Mannan. “In-vitro detection of tRNA fragments (tRFs) using an inkjet-printed graphene electrochemical aptasensor.” M.S. thesis, Texas State University, 2023. Advisor: Dr. Namwon Kim.

* Corresponding author: Juyoung Leem.

Selected Projects: Mechanics and Finite Element Analysis

Machine gun barrel thermal and stress failure analysis

Abaqus, analytical
  • Motivating problem: WWII-era machine guns firing up to 1,200 rounds per minute suffered rapid heat build-up, accelerated barrel wear and overheating malfunctions, forcing frequent barrel changes.
  • Calculated energy input, heat flux and firing pressure analytically, arriving at approximately 130.54 MPa.
  • Ran transient heat transfer and stress analyses in Abaqus, with plasticity input derived by converting engineering stress-strain data to true stress and true strain.
  • Compared AISI 4140, AK Steel 316L and ASTM A656 Grade 7. AISI 4140 showed the lowest maximum von Mises stress of the three; 316L and A656 were similar and slightly higher.
  • Highest temperature gradients appeared near the breach and along the inner wall after 15 seconds of sustained fire, identifying the regions of most intense heat flux.

Finite element analysis and mesh convergence study of a cantilever beam

Abaqus, MATLAB
  • Static structural analysis of a 10 m long, 1 m high cantilever beam under a 2,000 N shear load, using 4-node CPS4 and 8-node CPS8 elements for 2D plane stress and 8-node C3D8 bricks for 3D.
  • Three mesh densities (coarse, medium, fine) benchmarked against the analytical solution. In 3D, maximum deflection error fell from approximately 84 percent to about 22 percent. In 2D, stress accuracy at the critical mid-span point improved from over 94 percent error to about 8.6 percent.
  • Wrote independent MATLAB code using 2×2 Gauss quadrature for Q4 elements, extended to Q9, to solve the plane stress problem and verify the Abaqus results.
  • Confirmed that 2×2 Gauss quadrature resolves stress distribution substantially better than single-point quadrature, which matters wherever stress gradients are steep.

Selected Projects: Design and Manufacturing

Optimized wood gasifier shredder

MECH 6303, SolidWorks
  • Designed a biomass shredder to improve fuel preparation efficiency for renewable energy systems, optimizing cutting geometry to a 68 degree cutting angle, 9 degree rake and 13 degree clearance.
  • Integrated a dual-gear mechanism for torque control; finite element simulation confirmed safe operation up to 30 Nm for carbon steel components.
  • Delivered orthographic drawings, blade profile detail, a 3D assembly with exploded view, and stress analysis validating structural integrity across the 25 to 30 Nm range.

Mechanically inspired rook: complex geometry CNC machining

HAAS VF-3, Mastercam
  • Machined a complex geometric part from a 2 in cube of RenShape polyurethane on a three-axis HAAS VF-3, with toolpaths generated in Mastercam using a 1/2 in flat endmill, a 1/16 in flat endmill and a 1/4 in chamfer mill.
  • Design and toolpath generation took 4 hours 50 minutes; total machining time was 22 hours 40 minutes.
  • First phase could not reach a section about 0.661 in from the bottom of the workpiece. Diagnosed the problem to the seventh machining step, recalibrated toolpaths and adjusted posting options, which resolved it.
  • Used probe tool T31 for workpiece zeroing on X, Y and Z, and tool offset measurement for T2, T8 and T11. Final part showed smooth finish across upper, mid, bottom and curved surfaces.

Effects of light wavelength and intensity on resin curing rate

Experimental design
  • Investigated how visible light wavelength and intensity govern polymerization rate and depth in Stratasys TangoBlackPlus FLX980 photopolymer, using a digital projector source with a plano-convex focusing lens and mirror for direction control.
  • Found wavelength, not intensity, to be the dominant factor: green light at 81,500 lux cured markedly slower than blue light at 28,300 lux.
  • Blue light at 443 nm gave the best result, reaching 0.8 g cured weight and 0.6625 mm cured thickness after 30 minutes; red light at 607 nm was least effective at 0.3 g minimum cured weight.
  • Established that curing times under 20 minutes produce inconsistent, partially cured material and are not usable for reliable measurement in this spectrum.

Efficient energy plan selection in Texas using multi-objective genetic algorithms

MECH 6372, MATLAB
  • Built a MATLAB optimization framework using multi-objective genetic algorithms over ERCOT residential energy usage data from 2002 to 2022.
  • Balanced three competing objectives: minimizing cost, maximizing renewable energy share and reducing cancellation fees. The model converged after 101 generations.
  • Supporting analysis included hourly consumption distributions, a correlation heatmap showing strong coupling between adjacent time intervals, and boxplots characterizing variability and outliers.

Selected Projects: Materials and Characterization

Reduced graphene oxide thin films by pulsed laser deposition and annealing

PLD, PLA, transport
  • Deposited large-area rGO thin films by pulsed laser deposition, then improved film quality with pulsed laser annealing.
  • Structural characterization: Raman spectroscopy with a 532 nm laser to confirm D, G, 2D and D+G bands and evaluate ID/IG for defect density; XPS and XRD to estimate sp2/sp3 and carbon-to-oxygen ratios and track the two-theta peak shift confirming the extent of GO reduction.
  • Film thickness measured by ellipsometry (Woollam M-2000). Carrier type and mobility determined by Hall measurement using the van der Pauw method with indium solder contacts.
  • Resistance versus temperature measured on a PPMS DynaCool from 1.8 K to 300 K and modeled against Arrhenius and variable range hopping transport. With increasing mobility the behavior moved closer to the Mott VRH model without departing from Efros-Shklovskii VRH.

Silane treatment effects on ragweed-PLA biocomposites

Extrusion, FDM, testing
  • Harvested giant ragweed and extracted fiber by chemical retting in 30 percent hydrogen peroxide followed by mechanical rolling, then ground it to powder.
  • Treated fiber with GLYMO and AMEO silanes in isopropyl alcohol solution to reduce the hydrophilic character of the fiber and improve adhesion to the hydrophobic PLA matrix.
  • Compounded filament on a Thermo Scientific Process 11 twin-screw extruder and printed tensile and flexural coupons by FDM, tuning parameters to prevent nozzle clogging.
  • EDAX confirmed silicon on the fiber surface, validating the treatment. SEM showed continuous filament surfaces and dense cross-sections with no fiber pull-out or noticeable voids.
  • GLYMO-treated composite averaged 54.24 MPa flexural strength, above the AMEO-treated material. Ultimate tensile strength averaged 19.65 MPa with 1.88 percent elongation, which is brittle; the shortfall was attributed to inconsistent fiber aspect ratio, varying from 2:1 to 8:1, and to crack initiation near the grips from the printed coupon design.
  • TGA showed decomposition onset above 300 °C and complete disintegration near 492 °C. DSC gave a glass transition of 186 °C and a melting point of 361 °C for the composite filament.

Technical Skills

Finite element analysis

Abaqus: transient heat transfer, static and thermal stress, plasticity from true stress-strain data, mesh convergence studies, 2D plane stress (CPS4, CPS8) and 3D solid (C3D8) formulations. Custom FEM implementation in MATLAB with Gauss quadrature.

CAD and CAM

SolidWorks, AutoCAD, CATIA, Mastercam. Three-axis CNC programming and operation on HAAS VF-3, including workpiece and tool probing.

Fabrication and prototyping

FDM, SLA and Markforged 3D printing, twin-screw extrusion, laser cutting, waterjet, TIG and arc welding, manual mill and lathe, general shop fabrication.

Vacuum and deposition systems

High-vacuum CVD furnace design, assembly, commissioning and troubleshooting; hydrogen generation; pulsed laser deposition and pulsed laser annealing.

Characterization

Raman spectroscopy, SEM, EDX and EDAX, XPS, XRD, TGA, DSC, TMA, ellipsometry (Woollam M-2000), Hall measurement by van der Pauw, PPMS DynaCool low-temperature transport, MTS 810 tensile, flexural and Izod impact testing.

Computation and data

Python: data analysis pipelines, Random Forest, XGBoost. MATLAB: numerical methods, optimization, multi-objective genetic algorithms. Basic CFD.

Communication

Technical report writing, publication-quality figures, lecturing, high-accuracy documentation under time pressure, Adobe Creative Suite.

Industry and Professional Experience

Assistant and Site Engineer

Sep 2018 – Jun 2019

Washillah Engineering Services (Partex Petro Ltd. and CUFL projects), Bangladesh

  • Led on-site teams of 28 to 35 engineers and contractors on large-scale mechanical and piping work, covering a condensate refinery and a boiler re-tubing program, enforcing EHS and OSHA standards under tight schedules.
  • Performed root-cause analysis on over 120 design and implementation errors in mechanical systems and structures, saving approximately 30,000 man-hours and $1M while holding quality and schedule.
  • Coordinated cross-functional teams, client interfaces, material logistics and quality control in high-stakes field environments.

Emergency Room Scribe Workflow Innovation

Mar 2020 – Jul 2021

Augmedix

  • Designed and piloted the first remote emergency room medical scribing program, building the training curriculum from scratch and implementing a real-time documentation workflow across multi-site teams. Featured in Business Insider.

Medical Scribe

Jul 2019 – Jul 2021

Augmedix

  • Delivered real-time clinical documentation for over 4,000 patients across multiple disciplines, working under timed, high-pressure conditions with a high accuracy requirement.

Additional

Novelist and screenwriter, Bangla language

Feb 2016 – Present
  • Author of 26 published books across Bangladesh and India, written as Kishor Pasha Imon alongside full-time engineering and research work. Roughly 6,946 pages published between 2015 and 2024.

Publication record is verifiable on Google Scholar and ORCID. References available on request.