Biosimulation Technology for Model-Informed Drug Development

ELEM Biosimulation technology combines clinical data, mechanistic modeling, physics-based simulation and AI-driven analytics to support model-informed drug development (MIDD).

VHT

What is a Virtual Human Twin?

ELEM virtual human methodology enables researchers to explore treatment responses and disease progression without exposing patients to unnecessary risk.

Patient Dataset + Computer Model

A virtual human twin (VHT) is a digital representation of a human health or disease state. They refer to different levels of human anatomy (e.g. cells, tissues, organs or organ systems).
VHTs are built using software models and data and are designed to mimic and predict behaviour of their physical counterparts, including interaction with additional diseases a person may have.

– European Commission’s Virtual Human Twins initiative for health and care

 

The technology

From Data to quantitative predictions of clinical outcomes

Quantitative predictions supporting model-informed drug development across discovery, safety assessment and clinical development.

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Virtual Humans

From patient data to personalised Virtual Human Twins

2

Biosimulation engine

HPC simulations of organ function and treatment response

3

Advanced AI analysis

Accelerated insights generation and predictions at scale

4

Cloud deployed

Web-based platform customisable to different use cases

Our biosimulation engine

Alya: our high-performance physics-based simulation code

Co-developed with the Barcelona Supercomputing Center, Alya is the physics-based simulation engine at the core of ELEM biosimulation platforms. It models organ function from real patient data and geometries, solving the coupled multi-physics of electrophysiology, biomechanics and hemodynamics at full-organ scale.

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Multiphysics

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MultiScale

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High Performance Computing

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Full-organ model

Key aspects

Built on science.
Designed for Drug Development.

ELEM Biosimulation technology is backed by validated data, transparent versioning and rigorous scientific methodology.

Built on real Clinical Data

ELEM Biosimulation Technology is built on real clinical data, including high-resolution imaging and diagnostics, under strict data governance protocols.

Physics-based Modelling

ELEM physics-based modeling approach relies on established mathematical and physiological principles, ensuring that biosimulation outputs are interpretable, reproducible and consistent with real-world science.

By Engineers for Model Informed Drug Development

ELEM Technology is developed by senior engineers and domain scientists with expertise in computational modeling, QSP/PBPK methodologies, medical informatics and AI, for Model Informed Drug Development.

Model Validation Against Clinical reality

We compare simulated outputs to actual clinical outcomes to ensure alignment between predictions and biological evidence.

For precision medicine 

Virtual Human Twin

ELEM approach starts with creating 3D models of individual patients. These models integrate patient-specific data into a multiphysics and multiscale simulation environment powered by high-performance computing and physics-based solvers.

This enables quantitative predictions of clinical outcomes, such as cardiac risk, therapeutic efficacy, and patient-specific biomarkers and indicators. Our patient-specific models capture the unique physiological, anatomical, and functional characteristics of each individual.

Biosimulation-Technology-1-patient-data-echography

Patient data - Echography

Biosimulation-Technology-2-patient-data-segmentation

Patient data - Segmentation

Biosimulation-technology-3-whole-heart-model

ELEM whole heart Multiphysics model 

Biosimulation-Technology-4-output

Outputs: Quantitative predictions of clinical outcomes for MIDD

For in silico clinical trials

Virtual Human Populations

Beyond individual virtual human twins, we build statistically diverse Virtual Populations for in silico clinical trials, starting from real patient data and scaled using AI.

Biosimulation-Technology-virtual-human-population

Using ELEM's proprietary technology, powered by advanced AI tools, these cohorts are scaled up to thousands of virtual patients with different risk profiles, anatomies, and responses.

Biosimulation-Technology-vitual-human-populations

This enables bigger and better trials that account for variability, safety and efficacy, across a broad patient landscape. Our Virtual Populations mirror the diversity of real populations, from healthy to pathological conditions.

Discover our platform!

V.HEART Trials

R&D and Future Vision

Our technology is the result of an agile, multidisciplinary R&D process, rooted in collaboration with academic institutions, clinical partners and regulatory bodies.

Driven by clinical needs and scientific opportunities, we are expanding beyond cardiovascular applications to address broader and more complex challenges in human biology. Current R&D lines include:

  • Respiratory systems modeling
  • Uterus modeling
  • Multi-organ interaction modeling
  • Disease progression prediction

Driving Clinical and Scientific Progress

Worldwide collaborations

Academy

Oxford University

(UK)

Universidad Politécnica de Valencia

(Spain)

Universitat Pompeu Fabra

(Spain)

University College London

(UK)

Washington University of Saint Louis

(US)

Healthcare Organization

Hôpital Européen Georges-Pompidou

(France)

Hospital de la Santa Creu i Sant Pau

(Spain)

Barcelona Supercomputing Center

(Spain)

Media Coverage, Publications and Conferences

Scientific insights

ELEM actively participates in research collaborations and contributes to peer-reviewed journals, leading conferences and clinical studies.

Replicating clinical placebo effects in computational trials: Bridging the gap between in silico and clinical studies

Publications

18/10/2025

Read now

Digital twins and Big AI: the future of truly individualised healthcare

Publications

01/08/2025

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Expanding Digital Twins Use from Biopharma to Virtual Human Development

Media coverage

01/10/2024

Read now

Organ replicas help cure and prevent illnesses

Media coverage

27/02/2024

Read now

Virtual Human Global Summit

Events

23-24/10/2025

Learn more

Safety Pharmacology Society Annual Meeting

Events

13-15/10/2025

Learn more

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Healthcare Digital Twins: Virtual Human