IQVIA

The neural network force field was 1 million times faster than DFT.

Almirall S.A. (Barcelona, España). 2024 revenue ~€1.0B. Dermatology: Ilumetri (tildrakizumab), Klisyri. Medical dermatology, aesthetic dermatology. Founded 1943. 1.8K employees.

Our equivariant neural network predicted formation energies with uncertainty quantification.

LG Energy Solution (Seoul). 2024 revenue ~KRW26T. World's #2 EV battery maker. NCM pouch, LFP prismatic, ESS storage. Tesla, GM, Hyundai, Stellantis supplier. Cathode materials (high-nickel NCM). 30K employees.

DuPont Electronics & Industrial (Wilmington, DE). Electronic materials: photoresists (KrF, ArF), CMP pads (IC1000), Kyverno H (SiC). Kapton polyimide film. 24K employees.

Our multivariate data analysis identified two previously unknown process interactions.

Our spray drying process produced amorphous solid dispersions with stable Tg of 85°C.

中国生物技术股份有限公司(北京)。国药集团旗下。中国最大的疫苗研发生产企业。新冠疫苗(Vero细胞): 新冠灭活疫苗年产能50亿剂。百白破、乙肝、脊灰疫苗。乙脑疫苗WHO预认证。

Anti-fouling silicone foul-release coatings reduced biofouling attachment by 90%.

华鲁恒升化工股份有限公司(德州)。2024年营收约350亿。煤化工龙头: 尿素、DMF、醋酸、乙二醇。煤气化平台: 多联产柔性工艺。尼龙6中间体: 己内酰胺。新能源材料: DMC电解液溶剂。

The graphitic carbon nitride photocatalyst split water under visible light.

WD-40 Company (San Diego, CA). 2024 revenue ~$585M. Multi-purpose products chemistry: WD-40 Multi-Use (petroleum-based lubricant/corrosion inhibitor). 3-IN-ONE Oil, Solvol. Specialty chemicals for maintenance.

エア・ウォーター株式会社(大阪)。2024年売上約9000億円。日本最大の医療ガスメーカー。酸素、窒素、アルゴン、水素。電子ガス: 高純度フッ化水素、クリプトン。半導体用ガス。医療用酸素濃縮器。

Cytiva (Marlborough, MA) — formerly GE Healthcare Life Sciences. Acquired by Danaher (2020). Chromatography (ÄKTA, Capto resins), filtration (Whatman), cell culture (HyClone, Microcarrier). Bioprocess leader.

The freeze-drying cycle was optimized using a product temperature-aware approach.

Recordati Industries S.p.A. (Milano, Italia). 2024 revenue ~€2.2B. Rare diseases: Carbaglu, Isturisa, Recorlev. General medicine: Lomir, Zanipress. Founded 1926. Family-controlled.