Sapienza Research Profile

ResearchPractice

Research assistant at Sapienza University of Rome, working across BIM automation, seismic hazard and structural vulnerability, AI for building systems, and sustainable building engineering. This page now reflects the actual roles, publications, and academic track from the CV you provided.

Selected Publications
0
Research Assistant Years
0+
BSc Rank in Cohort
0nd
Conference Reviewer Role
0

Focus Matrix

Research areas grounded in
real work and study.

The categories below now follow your actual CV instead of generic placeholder themes: BIM coordination, AI and digital twins, seismic research, and sustainable retrofit work.

01
Delivery-grade digital workflows

BIM Coordination & Automation

My research-driven practice treats BIM as an active delivery system, combining multidisciplinary coordination, model validation, quantity logic, and automation for infrastructure, public, and building projects.

Multidisciplinary coordination across Architecture, Structure, MEP, and Infrastructure
Revit and Navisworks workflows from LOD 200 to 400 with clash detection and resolution
4D and 5D BIM logic with WBS codes, prezzario links, schedules, and model validation
Python, Dynamo, and pyRevit tools for computo metrico, scheduling, and reporting
02
Data-informed sustainability research

AI, Digital Twins & Building Systems

The AI side of my work is focused on real engineering use: digital twins, reinforcement learning, and decision-support models that improve building performance while staying legible to technical teams.

Physics-informed reinforcement learning for HVAC and building control
Artificial intelligence and digital twins for bioclimatic building design
Machine learning workflows with NumPy, pandas, scikit-learn, TensorFlow, and PyTorch
AI-assisted BIM workflows for pricing, classification, and design-option comparison
Cost-carbon tracking and executive reporting inside BIM automation pipelines
03
From thesis to applied analysis

Seismic Hazard & Structural Vulnerability

Seismic research connects structural modeling, hazard interpretation, and public-risk understanding. This includes thesis work on building damage in the 2017 Kermanshah earthquake and related publication output.

Seismic hazard and structural vulnerability assessment
ETABS drift analysis, SAFE foundation design, and structural response interpretation
Earthquake awareness, emergency planning, and risk-reduction studies
Integration of geotechnical and seismic data into BIM-linked project workflows
04
Heritage, renovation, mentoring

Sustainable Retrofit & Academic Support

My research profile also includes heritage BIM, sustainable renovation, and academic support work at Sapienza, where teaching and thesis guidance reinforce the applied side of the research.

H-BIM modeling for the SNIA Viscosa factory in Rieti
BIM-based sustainable renovation across demolition and redesign phases
Academic support and thesis guidance for engineering students
Peer review activity for the EEEIC 2025 conference process

Academic Context

Research supported by
applied engineering work.

The academic side of your profile is strongest when it is presented alongside the actual engineering work: Sapienza research support, the sustainable building track, the seismic thesis, and paper writing connected to live BIM and structural practice.

Profile Anchors
Sapienza University research support
Master in Sustainable Building Engineering
Thesis on the 2017 Kermanshah earthquake
EEEIC reviewer and student mentoring
01

Research Assistant

Sapienza University of Rome, 2023-2026. Contributing to research reports, conference papers, and journal articles across engineering, sustainability, and digital innovation.

02

Master's Degree

Master in Sustainable Building Engineering at Sapienza University of Rome, 2024-2026, currently ongoing.

03

Bachelor's Degree

B.Sc. in Sustainable Building Engineering, completed at Sapienza University with a 3.86/4 CGPA and rank of 2nd among 90 students.

04

Thesis & Review

Thesis on seismic hazard and structural vulnerability in the 2017 Kermanshah earthquake, plus selected reviewer activity for the EEEIC 2025 conference cycle.

Next Step

See how the research connects to
projects, tools, and delivery.

The research section is now aligned with your real CV data. From here, visitors can continue into projects and interactive tools to see how the academic work translates into BIM coordination, automation, and structural engineering practice.