Tuesday, July 7, 2026
Technical Forums I
9:00 AM TO 10:00 AM
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Combining Physics-Based and Machine Learning Approaches to Accelerate Pharmaceutical Formulations Design and Development
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Presented By:
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Room: Auditorium 6
The successful translation of an active pharmaceutical ingredient (API) into a viable clinical therapy hinges critically on the development of an optimal drug formulation. Engineering a formulation that balances bioavailability, stability, and targeted delivery often presents a complex physicochemical challenge. With advances in machine learning, physics-based simulation and compute hardware, modeling is emerging as a valuable source of information to complement experimental characterization and guide decisions in formulation development.
In this talk, we showcase how the tools from the Schrödinger platform can be applied to modeling formulations across a diverse set of therapeutic modalities, ranging from small molecules to peptides to biologics. The talk will feature case studies on crystalline solid formulations, demonstrating the use of crystal structure prediction to map polymorph landscapes and machine learning approaches for optimal co-former selection for co-crystals. Furthermore, we will explore amorphous solid dispersions, showcasing how physics-based simulations can help predict formulation stability and understand the drug release mechanism. Finally, we will discuss methods to analyze those complex, dynamic structures that are typical of formulations in the fluid state, such as lipid-based formulations for nucleic acid delivery and excipient-protein interactions in injectables.
Speaker:
Irene Bechis, PhD, Schrödinger
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Enabling Drug Development with Innovative Solubilization Technologies
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Presented By:

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Room: Auditorium 7
Advances in drug discovery have increased the number of poorly soluble compounds, driving the need for effective solubilizers across drug development stages and administration routes (oral, parenteral).
This presentation reviews novel and established solubilizers for approved or experimental drug molecules, emphasizing formulation parameters, screening methods, in vitro and animal data, and regulatory considerations. Select case studies will illustrate the use of Apisolex™ polymer - a polyaminoacid based ingredient - to enhance the solubility of hydrophobic drugs in injectable formulations and of Apinovex™ - a polyacrylic based excipient - to stabilize active pharmaceutical ingredients as amorphous solid dispersions for oral use.
The benefits of those excipients have been evaluated by pharmaceutical companies through in-vitro and animal studies, and phase I clinical trials.
Recommendations will be offered for excipient selection to support progression from early trials to late-stage clinical development towards drug approval.
Speaker:
Pawel Balcerzak, PhD, Lubrizol Life Science Elena Draganoiu, PhD, Lubrizol Life Science
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Long-Acting Injectables: AI and Robotics Driven Formulation
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Presented By:
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Room: Auditorium 8
Poly(lactic‑co‑glycolic acid) (PLGA) remains the benchmark material for long‑acting injectable (LAI) drug delivery, supported by decades of clinical use and multiple approved products. As the only biodegradable polymer platform built entirely from regulatory‑accepted building blocks, PLGA offers unmatched tunability in composition, molecular weight, and architecture. However, LAI performance is not defined by the polymer alone. Release behavior and depot performance emerge from an integrated interaction between polymer properties, formulation strategy, and manufacturing process—an interplay that is often underestimated.
For particle‑based systems and emerging in situ forming depots, this complexity creates an expansive design space that is difficult to navigate using conventional approaches. The Intrepid platform addresses this challenge through automated formulation development, combining robotics and artificial intelligence to accelerate experimentation and efficiently explore polymer, formulation, and process relationships. We will demonstrate how this approach enables highly tunable release profiles and robust depot performance targeting multiple formulation objectives simultaneously, saving time and costs for development. Together with Corbion’s leadership in PLGA supply and developments, these capabilities open renewed opportunities for faster and customizable, next‑generation LAI development.
Speakers:
Brigitte Lamers, PhD, Corbion Biomaterials Christine Allen, PhD, Intrepid Labs
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Rational Formulation Strategies for High Concentration Subcutaneous Biologics: From Innovative Excipients to Spray Dried Drug Product Suspensions
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Presented By:

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Room: Auditorium 3/4
The pharmaceutical industry is undergoing a clear transition from intravenous (IV) administration toward subcutaneous (SC) delivery of biologics, driven by strong patient preference, reduced healthcare burden, and the opportunity for at home administration. This shift places significant challenges on formulation and manufacturing, particularly for high dose biologics. High drug concentrations required for SC delivery frequently lead to excessive viscosity, reduced syringeability, aggregation risk, and limited stability, while conventional formulation and dosage forms often prove insufficient. As a result, enabling the IV to SC transition increasingly depends on innovative excipient strategies and alternative drug product presentations.
This 1 hour session brings together two complementary presentations addressing how advanced formulation science and particle engineering can mitigate formulation risks, expand delivery options, and accelerate the transition from IV to patient centric SC biologic therapies. The first presentation will focus on novel, nature inspired synthetic sugar excipients designed to stabilize proteins and reduce viscosity in highly concentrated liquid formulations. Leveraging on computational and experimental screening, this library of excipients expand the formulation design space, enabling higher concentrations, improved injectability, and enhanced long term stability for SC delivery. The second presentation will explore spray drying as an enabling technology for biologics, highlighting its role in generating stable solid state drug products and ultra high concentration non aqueous systems. Using examples across immunoglobulins and monoclonal antibodies, this talk will discuss formulation design, particle engineering, and aseptic processing de risking strategies, to support clinical and commercial manufacturing.
Speakers:
Joana Cristovão, Hovione FarmaCiencia Inês Matos, Hovione FarmaCiencia
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Technical Forums II
1:30 PM to 2:30 PM
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Innovative Solutions Supporting Long Acting Therapy Development: An Industry Approach
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Presented By:

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Room: Auditorium 3/4
Long-acting injectables (LAIs) promise transformative dosing convenience, but their development is often slowed by limited, slow, or low‑resolution ways to predict how a drug depot forms, releases drug, and interacts with surrounding tissue. In this session, speakers will describe how Gilead Sciences is advancing LAI development by combining AI/ML-enabled image analysis with mechanistic, physics‑based modeling to create “digital twins” of injected depots that support faster, more informative decisions early in development. The session will also highlight leveraging human skin models that accelerate understanding of the mechanism behind injection‑site reactions, by leveraging traditional histology as well as multiplex cytokine secretions. This session will provide a snapshot of how Gilead Sciences is hoping to better understand the complexity of LAI injections and improve the efficiency of bringing these therapies to the clinic. Innovative Solutions Supporting Long Acting Therapy Development: An Industry Approach
Speakers:
Robert C.H Gresham, PhD, Gilead Sciences Preethi Raghavan, PhD, Gilead Sciences Brie Falkard, PhD, Gilead Sciences |