Science museums have long been heralded as important informal science education sites where people can engage in voluntary and experiential science learning. In this paper, we identify and raise questions about how science museum responses to a global pandemic could impact on accessibility of informal science education for the public. To explore these issues, we examined the response of the Gwacheon National Science Museum (GNSM) to COVID-19 in South Korea using publicly available data from the museum website and museum YouTube video channel. Analysis shows that the pandemic has increased and diversified the GNSM's provision of science content for the general public via online platforms, such as YouTube and the museum website. In addition, GNSM educators are preparing special outreach education projects for deaf and blind visitors, who have often been excluded from informal science learning opportunities. By discussing these changes, we seek to raise questions about the potential for a global pandemic, like COVID-19, to affect informal science learning opportunities for a diverse group of people.