A physics-based mathematical optimization algorithm was used to devise novel strategies for intracellular loading of penetrating cryoprotectants. By coupling computer simulations of mass transport with a cost function that minimizes cryoprotectant exposure time while limiting volumetric excursions, a simplex algorithm was used to optimize two-step cryoprotectant loading procedures for mouse and human oocytes. This resulted in the identification of two new strategies to reduce the time required for cryoprotectant loading, which were then tested experimentally. For example, prior approaches to osmotic manipulation during cryoprotectant loading have been limited to the addition of nonpenetrating excipients (e.g., sugars) that help concentrate intracellular cryoprotectant by drawing out water. In contrast, the optimal computer-generated loading protocol prescribed the use of hypotonic buffers during the initial cryoprotectant exposure step. In particular, to load 1.5 M propane-1,2-diol (PROH) into human metaphase II oocytes at room temperature, the optimization algorithm predicted that oocytes should initially be exposed for 5.5 min to a solution containing 1.3 M of the cryoprotectant and 50 mOsmol/L saline, following which oocytes are predicted to reach equilibrium with only 0.5 min additional exposure to the final 1.5 M PROH solution (in isotonic buffer). This protocol results in less than half the 15 min cryoprotectant exposure time required to load the same amount of PROH using a conventional one-step addition method, while also reducing the magnitude of deleterious volume excursions. A second strategy suggested by computer simulations was to perform cryoprotectant loading at elevated temperatures, to increase the rate of molecular transport. Higher temperatures are typically assumed to result in increased cytotoxicity, to wit, the fertilization rate of mouse oocytes after one-step loading 1.5 M Me 2 SO at 30 °C (8%) was found to be much lower than the fertilization rate for one-step loading at room temperature (34%). However, this assumption has not previously been tested using experimental protocols based on optimal cryoprotectant exposure times. When using a mathematically optimized two-step loading protocol, fertilizability of mouse oocytes after Me 2 SO addition at 30 °C was 86%, comparable to that of controls (96%). Combining the temperature elevation technique with the hypotonic diluent strategy, an optimized protocol (2.4 min exposure to 1.4 M Me 2 SO in 50 mOsmol/L phosphate-buffered saline, followed by an 8-s exposure to isotonic saline with 1.5 M Me 2 SO) resulted in fertilization and blastocyst formation rates of 92% and 88%, respectively, comparable to those of controls. Applying the same approaches to the development of methods for loading human oocytes with penetrating cryoprotectant, the computer algorithm generated an optimal two-step protocol that is predicted to require only 83 seconds to load 1.5 M PROH. The optimal protocol consists of an initial 79-s exposure at 30 °C to a solution containing 1.4 M PROH and 50 mOsm salt, followed by a 4-s equilibration in the 1.5-M cryoprotectant solution. Source of funding: National Institute of Child Health and Human Development Grant No. R01HD049537, awarded to AE. Conflict of interest: None declared. jens.karlsson@villanova.edu